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perso_arabic_norm/requirements.txt pypi

absl-py >=1.1.0
numpy >=1.23.0
pandas >=1.0.5

mucped22/scripts/elo/Cargo.toml cargo

activation_clustering/Dockerfile docker

python 3.6 build

dreamfields/Dockerfile docker

nvcr.io/nvidia/tensorflow 21.12-tf2-py3 build

dreamfields/experiments/Dockerfile docker

nvcr.io/nvidia/pytorch 22.04-py3 build

dual_pixels/app/build.gradle maven

androidx.appcompat:appcompat 1.0.2 implementation
androidx.constraintlayout:constraintlayout 1.1.3 implementation
junit:junit 4.12 testImplementation

dual_pixels/build.gradle maven

On_Combining_Bags_to_Better_Learn_from_Label_Proportions/Code/requirements.txt pypi

cvxopt ==1.2.6
numpy ==1.19.5
pandas ==1.2.4
scikit-learn ==0.24.2
scipy ==1.6.3
tensorflow ==2.5.0rc1

On_Combining_Bags_to_Better_Learn_from_Label_Proportions/Large_dataset/requirements.txt pypi

cvxopt ==1.2.6
cvxpy ==1.1.15
numpy ==1.19.5
pandas ==1.2.4
pyarrow ==5.0.0
scikit-learn ==0.24.2
scipy ==1.6.3
tensorflow ==2.6.0

On_Combining_Bags_to_Better_Learn_from_Label_Proportions/Large_dataset_2/requirements.txt pypi

cvxopt ==1.2.6
cvxpy ==1.1.15
numpy ==1.19.5
pandas ==1.2.4
pyarrow ==5.0.0
scikit-learn ==0.24.2
scipy ==1.6.3
tensorflow ==2.6.0

STraTA/requirements.txt pypi

aav/model_and_dataset_analysis/requirements.txt pypi

jupyter ==1.0.0
matplotlib ==2.2.3
numpy ==1.16.5
pandas ==0.24.2
python-levenshtein =0.12.0
scikit-learn ==0.20.3
scipy ==1.2.1
seaborn ==0.9.0

abps/requirements.txt pypi

Keras-Applications ==1.0.8
Keras-Preprocessing ==1.1.0
Markdown >=3.1.1
Werkzeug >=0.16.0
absl-py >=0.8.1
astor >=0.8.1
atari-py ==0.2.6
cachetools >=3.1.1
certifi >=2019.11.28
chardet >=3.0.4
cloudpickle >=1.2.2
decorator >=4.4.1
future >=0.18.2
gast >=0.2.2
gin-config >=0.1.3
google-auth >=1.8.2
google-auth-oauthlib >=0.4.1
google-pasta >=0.1.8
grpcio >=1.25.0
gym ==0.15.4
h5py >=2.10.0
idna >=2.8
numpy >=1.17.4
oauthlib >=3.1.0
opencv-python >=4.1.2.30
opt-einsum ==3.1.0
protobuf ==3.11.1
pyasn1 >=0.4.8
pyasn1-modules >=0.2.7
pyglet >=1.3.2
requests >=2.22.0
requests-oauthlib >=1.3.0
rsa >=4.0
scipy >=1.3.3
six >=1.13.0
tb-nightly ==2.1.0a20191206
tensorboard ==1.14.0
tensorflow-estimator ==1.14.0
tensorflow-estimator-2.0-preview ==2.0.0
termcolor >=1.1.0
tf-agents-nightly ==0.2.0.dev20191214
tf-nightly-2.0-preview ==2.0.0.dev20191002
tfp-nightly ==0.9.0.dev20191214
typeguard >=2.7.0
urllib3 >=1.25.7
wrapt >=1.11.2

abstract_nas/requirements.txt pypi

absl-py ==1.0.0
clu ==0.0.7
flax ==0.5.0
jax ==0.3.13
jaxlib ==0.3.10
tensorflow ==2.9.1
tensorflow-addons ==0.17.0
tensorflow_datasets ==4.5.2

action_angle_networks/requirements.txt pypi

action_gap_rl/requirements.txt pypi

absl-py >=0.5.0
gym >=0.12.1
numpy >=1.13.3
pyyaml >=3.12.0
tensorflow ==2.1.0

activation_clustering/setup.py pypi

PyYaml ==5.3
dec_da *
jupyter ==1.0.0
matplotlib ==2.2.4
scikit-learn ==0.19.2
scipy ==1.2.2
tensorflow-datasets ==2.1.0
tensorflow-gpu ==2.1.0

adaptive_learning_rate_tuner/requirements.txt pypi

numpy >=1.13.3
tensorflow ==1.12

adaptive_prediction/requirements.txt pypi

jax >=0.2
jupyter >=6.4.0
matplotlib >=3.4
numpy >=1.20.3
pybullet >=3.05
seaborn >=0.11.1

after_kernel/requirements.txt pypi

numpy >=1.19.5
scikit-learn >=0.24.2
scipy >=1.6.3
sklearn >=0.0
tensorflow >=2.4.1
tensorflow-addons >=0.12.1
tensorflow-datasets >=4.2.0

algae_dice/requirements.txt pypi

gym >=0.15.4
mujoco-py >=1.50.1.68
numpy >=1.17.3
tensorboard >=2.0.1
tensorflow >=2.0.0
tensorflow-probability >=0.8.0
tf-agents-nightly >=0.2.0.dev20191125
tfp-nightly >=0.9.0.dev20191125
tqdm >=4.36.1

aloe/requirements.txt pypi

matplotlib *
numpy *
scipy *
sympy *
torch ==v1.4.0
torch_scatter ==v2.0.4
tqdm *

aloe/setup.py pypi

alx/requirements.txt pypi

amortized_bo/requirements.txt pypi

attrs >=19.3.0
gin-config >=0.3.0
jax >=0.1.71
jaxlib >=0.1.48
pandas >=1.0.5

aquadem/requirements.txt pypi

dm-acme ==0.3.0
dm-control ==0.0.425341097
dm-env ==1.5
dm-haiku ==0.0.5
dm-reverb ==0.6.1
dm-sonnet ==2.0.0
flax ==0.4.0
gym ==0.21.0
jax ==0.2.28
numpy ==1.21.5
optax ==0.1.1
rlds ==0.1.3
tensorflow ==2.7.0
tensorflow_datasets ==4.4.0

assemblenet/requirements.txt pypi

absl-py >=0.5.0
numpy >=1.13.3
tensorflow ==1.15

assessment_plan_modeling/requirements.txt pypi

absl-py *
apache-beam >=2.30.0
frozendict >=1.2
gin-config >=0.1
numpy >=1.19.2
seqeval *
sklearn *
tensorflow >=2.7
tf-models-official >=2.7

attribution/requirements.txt pypi

automatic_structured_vi/requirements.txt pypi

inference-gym ==0.0.4
matplotlib *
pandas *
tensorflow ==2.5.0
tensorflow-datasets ==4.2.0
tfp-nightly ==0.13.0.dev20210126

aux_tasks/requirements.txt pypi

Keras-Preprocessing ==1.1.2
Markdown ==3.3.7
Pillow ==9.1.1
PyYAML ==6.0
Shapely ==1.8.2
Werkzeug ==2.1.2
absl-py ==1.1.0
ale-py ==0.7.5
astunparse ==1.6.3
cached-property ==1.5.2
cachetools ==5.2.0
certifi ==2022.5.18.1
charset-normalizer ==2.0.12
chex ==0.1.3
cloudpickle ==2.1.0
clu ==0.0.7
contextlib2 ==21.6.0
cycler ==0.11.0
decorator ==5.1.1
dill ==0.3.5.1
dm-reverb ==0.7.3
dm-tree ==0.1.7
dopamine-rl ==4.0.5
etils ==0.6.0
flatbuffers ==2.0
flax ==0.5.0
fonttools ==4.33.3
frozendict ==2.3.2
gast ==0.5.3
gin-config ==0.5.0
google-auth ==2.6.6
google-auth-oauthlib ==0.4.6
google-pasta ==0.2.0
googleapis-common-protos ==1.56.2
grpcio ==1.46.3
gym ==0.24.0
gym-minigrid ==1.0.3
gym-notices ==0.0.6
h5py ==3.7.0
idna ==3.3
importlib-metadata ==4.11.4
importlib-resources ==5.7.1
jax ==0.3.13
jaxlib ==0.3.10
keras ==2.8.0
kiwisolver ==1.4.2
libclang ==14.0.1
matplotlib ==3.5.2
ml-collections ==0.1.1
msgpack ==1.0.4
numpy ==1.22.4
oauthlib ==3.2.0
opencv-python ==4.5.5.64
opt-einsum ==3.3.0
optax ==0.1.2
packaging ==21.3
pandas ==1.4.2
portpicker ==1.5.0
promise ==2.3
protobuf ==3.19.4
psutil ==5.9.1
pyasn1 ==0.4.8
pyasn1-modules ==0.2.8
pygame ==2.1.2
pyparsing ==3.0.9
python-dateutil ==2.8.2
pytz ==2022.1
requests ==2.27.1
requests-oauthlib ==1.3.1
rsa ==4.8
scipy ==1.8.1
six ==1.16.0
tensorboard ==2.8.0
tensorboard-data-server ==0.6.1
tensorboard-plugin-wit ==1.8.1
tensorflow ==2.8.2
tensorflow-datasets ==4.6.0
tensorflow-estimator ==2.8.0
tensorflow-io-gcs-filesystem ==0.26.0
tensorflow-metadata ==1.8.0
tensorflow-probability ==0.16.0
termcolor ==1.1.0
tf-slim ==1.1.0
toml ==0.10.2
toolz ==0.11.2
tqdm ==4.64.0
typing_extensions ==4.2.0
urllib3 ==1.26.9
wrapt ==1.14.1
zipp ==3.8.0

axial/requirements.txt pypi

tensorflow-datasets ==1.3.0
tensorflow-gpu ==1.15.0

bam/requirements.txt pypi

numpy >=1.16.4
scipy >=1.2.0
sklearn >=0.0.0

bangbang_qaoa/requirements.txt pypi

absl-py *
cirq >=0.8
mock >=1
numpy >=1.16

basisnet/requirements.txt pypi

absl-py >=0.11.0
attr *
numpy >=1.16.4
tensorflow >=2.4.0
tensorflow_federated >=0.5.0

batch_science/requirements.txt pypi

matplotlib >=3.0.3
numpy >=1.16.2
pandas >=0.24.1

behavior_regularized_offline_rl/requirements.txt pypi

absl-py >=0.5.0
gin-config *
gym ==0.12.1
mujoco-py <1.50.2,>=1.50.1
numpy >=1.13.3
tensorflow ==1.14.0
tensorflow-probability ==0.7.0rc0
tf-agents *

better_storylines/requirements.datagen.txt pypi

absl-py ==0.9.0
apache-beam ==2.20.0
bert-tensorflow ==1.0.1
numpy >=1.18.3
tensorflow ==1.15.0
tensorflow-datasets >=3.0
tensorflow-hub ==0.8.0

better_storylines/requirements.train.txt pypi

absl-py ==0.9.0
apache-beam >=2.20.0
gin-config ==0.3.0
numpy >=1.18
scipy ==1.4.1
tensorflow >=2.1.0
tensorflow-datasets >=3.0
tensorflow-hub ==0.8.0

bigg/requirements.txt pypi

networkx *
numpy *
pyemd *
scipy *
torch *
tqdm *

bigg/setup.py pypi

torch *

bisimulation_aaai2020/requirements.txt pypi

absl-py *
atari_py *
dopamine-rl *
gin-config >=0.1
matplotlib *
numpy >=1.14
pillow *
pygame *
scipy ==1.1.0
tensorflow <2.0

bitempered_loss/requirements.txt pypi

absl-py >=0.1.6
jax >=0.2.0
numpy >=1.13.1
tensorflow >=1.11.0

blur/requirements.txt pypi

bnn_hmc/requirements.txt pypi

absl-py =0.12.0=pypi_0
astunparse =1.6.3=pypi_0
attrs =20.3.0=pypi_0
ca-certificates =2021.4.13=h06a4308_1
cachetools =4.2.2=pypi_0
certifi =2020.12.5=py38h06a4308_0
chardet =4.0.0=pypi_0
chex =0.0.6=pypi_0
dill =0.3.3=pypi_0
dm-haiku =0.0.5.dev0=pypi_0
dm-tree =0.1.6=pypi_0
flatbuffers =1.12=pypi_0
future =0.18.2=pypi_0
gast =0.3.3=pypi_0
google-auth =1.30.0=pypi_0
google-auth-oauthlib =0.4.4=pypi_0
google-pasta =0.2.0=pypi_0
googleapis-common-protos =1.53.0=pypi_0
grpcio =1.32.0=pypi_0
h5py =2.10.0=pypi_0
idna =2.10=pypi_0
importlib-resources =5.1.2=pypi_0
jax =0.2.12=pypi_0
jaxlib =0.1.65
jmp =0.0.2=pypi_0
keras-preprocessing =1.1.2=pypi_0
ld_impl_linux-64 =2.33.1=h53a641e_7
libffi =3.3=he6710b0_2
libgcc-ng =9.1.0=hdf63c60_0
libstdcxx-ng =9.1.0=hdf63c60_0
markdown =3.3.4=pypi_0
ncurses =6.2=he6710b0_1
numpy =1.19.5=pypi_0
oauthlib =3.1.0=pypi_0
openssl =1.1.1k=h27cfd23_0
opt-einsum =3.3.0=pypi_0
optax =0.0.6=pypi_0
pip =21.1=pypi_0
promise =2.3=pypi_0
protobuf =3.15.8=pypi_0
pyasn1 =0.4.8=pypi_0
pyasn1-modules =0.2.8=pypi_0
python =3.8.8=hdb3f193_5
readline =8.1=h27cfd23_0
requests =2.25.1=pypi_0
requests-oauthlib =1.3.0=pypi_0
rsa =4.7.2=pypi_0
scipy =1.6.3=pypi_0
setuptools =52.0.0=py38h06a4308_0
six =1.15.0=pypi_0
sqlite =3.35.4=hdfb4753_0
tabulate =0.8.9=pypi_0
tensorboard =2.5.0=pypi_0
tensorboard-data-server =0.6.0=pypi_0
tensorboard-plugin-wit =1.8.0=pypi_0
tensorflow =2.4.1=pypi_0
tensorflow-datasets =4.2.0=pypi_0
tensorflow-estimator =2.4.0=pypi_0
tensorflow-metadata =0.30.0=pypi_0
termcolor =1.1.0=pypi_0
tk =8.6.10=hbc83047_0
toolz =0.11.1=pypi_0
tqdm =4.60.0=pypi_0
typing-extensions =3.7.4.3=pypi_0
urllib3 =1.26.4=pypi_0
werkzeug =1.0.1=pypi_0
wheel =0.36.2=pyhd3eb1b0_0
wrapt =1.12.1=pypi_0
xz =5.2.5=h7b6447c_0
zlib =1.2.11=h7b6447c_3

bonus_based_exploration/requirements.txt pypi

absl-py *
atari_py *
dopamine-rl *
gin-config >=0.1
matplotlib *
numpy >=1.14
pillow *
pygame *
scipy ==1.1.0
six *
tensorflow <2.0

cache_replacement/requirements.txt pypi

Click ==7.0
Cython ==0.29.15
Keras-Applications ==1.0.8
Keras-Preprocessing ==1.1.0
Markdown ==3.2.1
Pillow ==7.0.0
Werkzeug ==1.0.0
absl-py ==0.9.0
astor ==0.8.1
atari-py ==0.2.6
cachetools ==4.0.0
certifi ==2019.11.28
cffi ==1.14.0
chardet ==3.0.4
cloudpickle ==1.2.0
future ==0.18.2
gast ==0.2.2
glfw ==1.10.1
google-auth ==1.11.2
google-auth-oauthlib ==0.4.1
google-pasta ==0.1.8
grpcio ==1.27.2
gym ==0.15.7
h5py ==2.10.0
idna ==2.8
imageio ==2.6.1
joblib ==0.14.1
lockfile ==0.12.2
mpi4py ==3.0.3
numpy ==1.18.1
oauthlib ==3.1.0
opencv-python ==4.2.0.32
opt-einsum ==3.1.0
prettytable ==0.7.2
progressbar2 ==3.47.0
protobuf ==3.11.3
pyasn1 ==0.4.8
pyasn1-modules ==0.2.8
pycparser ==2.19
pyglet ==1.4.10
python-utils ==2.3.0
pyzmq ==18.1.1
requests ==2.22.0
requests-oauthlib ==1.3.0
rsa ==4.0
scipy ==1.4.1
six ==1.14.0
tensorboard ==2.1.0
tensorflow ==2.1.0
tensorflow-estimator ==2.1.0
termcolor ==1.1.0
torch ==0.4.1.post2
tqdm ==4.42.1
urllib3 ==1.25.8
wrapt ==1.12.0
zmq ==0.0.0

caltrain/requirements.txt pypi

google-api-python-client >=1.12.5
google-auth-httplib2 >=0.0.4
google-auth-oauthlib >=0.4.2
matplotlib >=3.2.2
mpmath >=1.1.0
numpy ==1.18.5
oauth2client >=4.1.3
pandas >=1.0.5
requests >=2.23.0
scikit-learn >=0.23.1
scipy >=1.5.1
seaborn >=0.11.0
sklearn >=0.0
statsmodels >=0.11.1
tensorflow >=2.3.1

capsule_em/requirements.txt pypi

numpy >=1.15.2

cascaded_networks/requirements.txt pypi

cell_mixer/requirements.txt pypi

absl-py >=0.9.0
anndata >=0.7.1
h5py >=2.10.0
importlib-metadata >=1.6.0
natsort >=7.0.1
numpy >=1.18.3
packaging >=20.3
pandas >=1.0.3
pyparsing >=2.4.7
python-dateutil >=2.8.1
pytz >=2019.3
scipy >=1.4.1
six >=1.14.0
zipp >=3.1.0

cfq/requirements.txt pypi

absl-py >=0.8.1
dataclasses *
tensor2tensor >=1.14.1
tensorflow >=1.14.0,<2.0
tensorflow-datasets >=3.0,<4.0

cfq_pt_vs_sa/requirements.txt pypi

ciw_label_noise/requirements.txt pypi

cvxpy *
edward2 *
numpy >=1.19.5
scipy >=1.2
tensorflow >=2.5.0
tensorflow_addons *
tensorflow_datasets *

class_balanced_distillation/requirements.txt pypi

absl ==0.0
absl_py ==0.12.0
clu ==0.0.6
dm_sonnet ==2.0.0
jax ==0.2.26
ml_collections ==0.1.0
numpy ==1.21.4
simclr ==1.0.2
sonnet ==0.1.6
tensorflow ==2.7.0
tensorflow_datasets ==4.4.0
tf_nightly_gpu ==2.8.0.dev20211210

cluster_gcn/requirements.txt pypi

metis *
networkx ==1.11
numpy >=1.15.4
scikit-learn >=0.19.1
scipy >=1.2.0
setuptools *
tensorflow-gpu >=1.12.0

clustering_normalized_cuts/requirements.txt pypi

networkx >=2.2
numpy >=1.15.2
scikit-learn >=0.20.2
scipy >=1.0.0
tensorflow >=1.11.0

clustering_normalized_cuts/setup.py pypi

cnn_quantization/requirements.txt pypi

absl-py >=0.6.1
numpy >=1.15.4
protobuf >=3.6.1

cognate_inpaint_neighbors/requirements.txt pypi

absl-py >=0.12.0
lingpy >=2.6.9
lingvo >=0.11.0
networkx >=2.6.3
numpy >=1.22.2
pandas >=1.2.4
tensorflow >=2.7.0
tensorflow-text >=2.7.3
tensorflow_probability ==0.15.0

coherent_gradients/weak_and_strong/requirements.txt pypi

matplotlib >=3.1.1
numpy >=1.17.3
pandas >=0.25.2
torch >=1.3.1
torchvision >=0.4.2

cola/requirements.txt pypi

pydub >=0.22.1
tensorflow >=2.3.0
tensorflow-datasets >=3.0.0

cold_posterior_bnn/requirements.txt pypi

absl-py >=0.7.1
numpy >=1.16.4
pandas >=0.24.0
scipy >=1.3.0
tensorflow >=2.1.0
tensorflow-datasets >=2.0.0
tensorflow-probability >=0.9.0
tqdm >=4.43.0

cold_posterior_flax/cifar10/requirements.txt pypi

collocated_irradiance_network/requirements.txt pypi

absl-py *
numpy >=1.21.5

coltran/requirements.txt pypi

combiner/requirements.txt pypi

flax *
jax *
numpy *
tensorflow *
tqdm *

combiner/setup.py pypi

comisr/requirements.txt pypi

Keras >=2.1.2
absl-py >=0.12.0
numpy >=1.14.3
opencv-python >=2.4.11
pandas >=0.23.1
scikit-image >=0.18.0
scipy >=1.0.1
tensorflow >=2.3.0
tensorflow-addons *

concept_explanations/requirements.txt pypi

Keras ==2.2.4
Keras-Applications ==1.0.8
Keras-Preprocessing ==1.1.0
Markdown ==3.1.1
QtPy ==1.2.1
h5py ==2.9.0
hickle ==3.4.5
keras-bert ==0.74.0
keras-embed-sim ==0.7.0
keras-multi-head ==0.20.0
keras-pos-embd ==0.11.0
keras-position-wise-feed-forward ==0.6.0
keras-self-attention ==0.41.0
keras-transformer ==0.29.0
keras-vis ==0.4.1
numpy ==1.16.4
numpydoc ==0.6.0
pandas ==0.25.0
py ==1.4.33
pyparsing ==2.4.0
pytest ==3.0.7
python-dateutil ==2.8.0
pytz ==2017.2
scikit-image ==0.15.0
scikit-learn ==0.21.2
scipy ==1.3.0
tensorflow-estimator ==1.13.0
tensorflow-gpu ==1.13.1
tensorflow-hub ==0.4.0

constrained_language_typology/requirements.txt pypi

absl-py >=0.9.0
numpy >=1.17.3
pandas >=1.0.1
scikit-learn >=0.23.1

contrack/requirements.txt pypi

gensim >=3.8.3
tensorflow >=2.3
tensorflow-hub >=0.11
tensorflow-text >=2.4.3

contrastive_rl/requirements.txt pypi

Cython ==0.29.30
Keras-Preprocessing ==1.1.2
Mako ==1.2.0
Markdown ==3.3.7
MarkupSafe ==2.1.1
Pillow ==7.2.0
PyOpenGL ==3.1.6
Werkzeug ==2.1.2
absl-py ==1.1.0
astor ==0.8.1
astunparse ==1.6.3
blinker ==1.4
brotlipy ==0.7.0
cached-property ==1.5.2
cachetools ==5.2.0
certifi ==2021.10.8
cffi ==1.15.0
charset-normalizer ==2.0.12
chex ==0.1.3
click ==8.1.3
cloudpickle ==1.6.0
cycler ==0.11.0
decorator ==5.1.1
dill ==0.3.5.1
distrax ==0.1.2
dm-acme ==0.4.0
dm-env ==1.5
dm-haiku ==0.0.6
dm-launchpad ==0.5.0
dm-reverb ==0.7.0
dm-sonnet ==2.0.0
dm-tree ==0.1.7
fasteners ==0.17.3
flatbuffers ==2.0
flax ==0.5.0
fonttools ==4.33.3
future ==0.18.2
gast ==0.5.3
glfw ==2.5.3
google-auth ==2.7.0
google-auth-oauthlib ==0.4.6
grpcio ==1.46.3
gym ==0.19.0
gym-notices ==0.0.7
h5py ==3.7.0
imageio ==2.19.3
importlib-metadata ==4.11.4
jax ==0.3.13
jaxlib ==0.3.10
jmp ==0.0.2
joblib ==1.1.0
keras ==2.8.0
kiwisolver ==1.4.2
labmaze ==1.0.5
libclang ==14.0.1
lxml ==4.9.0
matplotlib ==3.5.2
metaworld a0009ed9a208ff9864a5c1368c04c273bb20dd06
mkl-fft ==1.3.1
mkl-service ==2.4.0
mock ==4.0.3
msgpack ==1.0.4
mujoco ==2.2.0
mujoco-py ==2.0.2.7
numpy ==1.22.4
opt-einsum ==3.3.0
optax ==0.1.2
packaging ==21.3
portpicker ==1.5.2
promise ==2.3
protobuf ==3.19.1
psutil ==5.9.1
pyasn1-modules ==0.2.8
pybullet ==3.2.5
pycparser ==2.21
pygame ==2.1.2
pyglet ==1.5.0
pyparsing ==2.4.7
python-dateutil ==2.8.2
requests-oauthlib ==1.3.1
rlax ==0.1.2
rsa ==4.8
scipy ==1.8.1
six ==1.16.0
tabulate ==0.8.9
tensorboard ==2.8.0
tensorboard-data-server ==0.6.1
tensorboard-plugin-wit ==1.8.1
tensorflow ==2.8.2
tensorflow-datasets ==4.4.0
tensorflow-estimator ==2.8.0
tensorflow-probability ==0.15.0
termcolor ==1.1.0
tf-estimator-nightly ==2.8.0.dev2021122109
toolz ==0.11.2
tqdm ==4.64.0
typing_extensions ==4.2.0
wrapt ==1.14.1
zipp ==3.8.0

correct_batch_effects_wdn/requirements.txt pypi

absl-py *
numpy >=1.13.3
pandas >=0.22.0
scipy >=1.0.0
sklearn >=0.20.0
tensorflow >=1.12.0

correlation_clustering/requirements.txt pypi

absl-py >=0.9.0
decorator >=4.4.1
joblib >=0.14.1
networkx >=2.4
numpy >=1.18.1
pandas >=0.25.3
python-dateutil >=2.8.1
pytz >=2019.3
scikit-learn >=0.22.1
scipy >=1.4.1
six >=1.13.0

cubert/requirements.txt pypi

d3pm/requirements.txt pypi

dac/requirements.txt pypi

absl-py >=0.7.0
cffi >=1.12.1
gym >=0.11.0
mujoco-py >=1.50.1
numpy >=1.16.1
tensorflow >=1.12.0

darc/requirements.txt pypi

gym ==0.13.1
mujoco-py ==2.0.2.10
tensorflow ==2.2.0
tf_agents ==0.5.0

data_free_distillation/requirements.txt pypi

tensorflow *
tf-slim *

data_selection/wmt/requirements.txt pypi

clu *
flax >=0.3.4
jax >=0.2.13
numpy >=1.19.2
scipy >=1.6.2
sentencepiece >=0.1.95
tensorflow >=2.4.1
tensorflow-datasets >=4.3.0
tensorflow_text >=2.5.0
transformers >=4.6.1

dble/requirements.txt pypi

keras >=2.3.0
matplotlib >=3.0.3
numpy >=1.16.2
tensorflow ==1.13.1
tqdm >=4.31.1

dedal/requirements.txt pypi

absl-py >=0.7.0
gin-config >=0.4.0
numpy >=1.18.4
tensorflow >=2.3.0
tensorflow_datasets >=3.0.0
tensorflow_probability >=0.1.0
tf-models-nightly *

deep_homography/requirements.txt pypi

absl-py >=0.6.1
numpy >=1.15.4
opencv-python >=3.0.1

demogen/requirements.txt pypi

numpy >=1.15.2
tensor2tensor >=1.11.0
tensorflow >=1.11.0,<2.0

dense_representations_for_entity_retrieval/mel/wikinews_extractor/requirements.txt pypi

absl_py >=0.9.0
bz2file >=0.98
pandas >=1.0.5

dense_representations_for_entity_retrieval/requirements.txt pypi

absl_py >=0.8.1
bz2file >=0.98
mwparserfromhell >=0.5.4
pandas >=0.5.4

depth_and_motion_learning/requirements.txt pypi

matplotlib ==3.3.0
tensorflow ==1.15.0
tensorflow-graphics ==1.0.0

depth_from_video_in_the_wild/requirements.txt pypi

absl-py >=0.5.0
numpy >=1.13.3
opencv-python >=4.1.0.25
tensorflow ==1.15.0
tensorflow-graphics ==1.0.0

dictionary_learning/requirements.txt pypi

numpy >=1.13.3
scipy >=1.0.0
sklearn >=0.20.0

differentiable_data_selection/requirements.txt pypi

absl-py >=0.6.1
numpy >=1.15.4
tensorflow ==1.15

differentially_private_gnns/requirements.txt pypi

diffusion_distillation/diffusion_distillation/requirements.txt pypi

disarm/requirements.txt pypi

absl-py *
scipy >=1.4.1
tensorflow >=2.2.0
tensorflow_datasets >=3.1.0
tensorflow_probability >=0.10.0

distracting_control/requirements.txt pypi

absl-py >=0.9.0
dm-control ==0.0.322773188
mock >=mock
numpy >=1.18.3
pillow >=7.0.0

dnn_predict_accuracy/requirements.txt pypi

lightgbm >=2.3
numpy >=1.15.2
tensorflow >=2.0
tensorflow_datasets >=2.0

do_wide_and_deep_networks_learn_the_same_things/requirements.txt pypi

absl-py *
numpy >=1.19.5
scipy >=1.2.1
skimage >=0.17
sklearn >=0.24
tensorflow >=2.2
tensorflow_datasets >=4.0
tf-models-official >=2.6.0

docent/requirements.txt pypi

tensorflow >=1.11,<=1.15

dot_vs_learned_similarity/requirements.txt pypi

argparse >=1.1
keras >=2.3.1
numpy >=1.16.4

dp_multiq/requirements.txt pypi

absl-py >=0.1.6
matplotlib >=3.0.3
numpy >=1.16.4
pandas >=1.1.5
scipy >=1.2.1

dp_regression/requirements.txt pypi

matplotlib >=3.3.4
numpy >=1.21.5
pandas >=1.1.5
scikit-learn >=1.0.2
scipy >=1.7.1
tensorflow >=2.0.0
tensorflow_privacy >=0.8.2

dql_grasping/requirements.txt pypi

Pillow ==6.2.0
absl-py >=0.5.0
gin-config *
gym ==0.10.9
numpy >=1.13.3
pybullet *
tensorflow >=1.11.0,<2.0.0

dreamfields/experiments/requirements.txt pypi

dreamfields/requirements.txt pypi

absl-py *
clu *
dm_pix *
flax *
jax >=0.2.12,<=0.2.25
jaxlib >=0.1.65
matplotlib *
mediapy *
ml_collections *
numpy >=1.21.5
regex *
scipy *
tensorflow >=2.7.0
torch ==1.7.1
tqdm *

dreamfields/setup.py pypi

absl-py *
clip *
clu *
dm_pix *
flax *
jax *
jaxlib *
matplotlib >=3.3.0
mediapy *
ml_collections *
numpy *
regex *
scenic *
scipy *
tensorflow >=2.7.0
torch *
tqdm *

dreg_estimators/requirements.txt pypi

dm-sonnet >=1.23
scipy >=1.1.0
tensorflow ==1.15rc2
wrapt >=1.10.11

dselect_k_moe/requirements.txt pypi

numpy >=1.13.3
tensorflow >=1.11.0

dual_dice/requirements.txt pypi

absl-py >=0.5.0
attrs *
numpy >=1.13.3
tensorflow >=1.11.0

dual_pixels/eval/requirements.txt pypi

Pillow >=7.0.0
numpy >=1.18.1
tensorflow >=1.14.0

dvrl/requirements.txt pypi

absl-py >=0.5.0
argparse >=1.1
keras >=2.2.4
lightgbm >=2.2.3
matplotlib >=3.0.3
numpy >=1.16.2
pandas >=0.24.2
sklearn >=0.20.3
tensorflow >=1.13.1
tqdm >=4.31.1

ebp/requirements.txt pypi

ebp/setup.py pypi

dm-sonnet ==1.23
matplotlib *
numpy *
scipy *
tensorflow ==1.13.1
tqdm *

editable_graph_temporal/requirements.txt pypi

numpy >=1.19.5
pytorch-lightning >=1.6.4
torch >=1.12
torch-geometric *
tqdm >=4.62.3

eeg_modelling/requirements.txt pypi

Click >=7.0
Flask >=1.0.2
Jinja2 >=2.10
Keras-Applications >=1.0.7
Keras-Preprocessing >=1.0.9
Markdown >=3.0.1
MarkupSafe >=1.1.1
Werkzeug >=0.14.1
absl-py >=0.7.0
astor >=0.7.1
backports.weakref >=1.0.post1
enum34 >=1.1.6
funcsigs >=1.0.2
futures >=3.2.0
gast >=0.2.2
gevent >=1.4.0
greenlet >=0.4.15
grpcio >=1.19.0
gviz-api >=1.9.0
h5py >=2.9.0
itsdangerous >=1.1.0
mock >=2.0.0
numpy ==1.16.1
opencv-python >=4.1.0.25
pbr >=5.1.3
protobuf >=3.7.0
scipy >=1.2.1
six >=1.12.0
tensorboard ==1.13.0
tensorflow ==1.13.1
tensorflow-estimator ==1.13.0
termcolor >=1.1.0

eim/requirements.txt pypi

absl-py >=0.5.0
matplotlib >=2.1.0
numpy >=1.15.2
scipy >=1.1.0
tensorflow ==1.15rc2

eli5_retrieval_large_lm/requirements.txt pypi

eli5_retrieval_large_lm/requirements_a100.txt pypi

enas_lm/requirements.txt pypi

absl-py >=0.6.1
numpy >=1.15.4

etcmodel/requirements.txt pypi

absl-py >=0.10.0
apache-beam >=2.24.0
attrs >=20.2.0
natural-questions >=1.0.6
nltk >=3.5
sentencepiece >=0.1.91
six >=1.15.0
tensorflow >=2.3.1

evanet/requirements.txt pypi

absl-py >=0.5.0
numpy >=1.13.3
protobuf >=3.9.0
tensorflow >=1.11.0,<2.0.0

experience_replay/requirements.txt pypi

absl-py *
atari_py *
dopamine-rl *
gin-config >=0.1
matplotlib *
numpy >=1.14
pillow *
pygame *
scipy ==1.1.0
six *
tensorflow <2.0

explaining_risk_increase/requirements.txt pypi

tensorflow >=1.12.0,<2.0.0

extreme_memorization/requirements.txt pypi

absl-py ==0.7.1
tensorflow ==2.1.0

f_divergence_estimation_ram_mc/requirements.txt pypi

cvxpy ==1.0.25
h5py ==2.8.0
matplotlib ==3.0.3
numpy ==1.16.5
scipy ==1.3.1
seaborn ==0.9.0
tensorflow ==1.15.0rc3
tensorflow-probability ==0.7.0

f_net/requirements.txt pypi

absl-py >=0.10.0
clu >=0.0.2
flax >=0.3.0
jax >=0.2.4
ml_collections >=0.1.0
numpy >=1.18.5
scipy >=1.6.3
sentencepiece >=0.1.91
tensorflow-cpu >=2.5.0
tensorflow-datasets >=4.0.0
tensorflow_text >=2.4.1
typing >=3.6.6

factorize_a_city/requirements.txt pypi

factors_of_influence/requirements.txt pypi

fair_survival_analysis/requirements.txt pypi

lifelines >=0.24.9
numpy >=1.18.1
tensorflow >=2.2.0

fairness_teaching/requirements.txt pypi

scikit-image *
tensorflow-gpu ==v1.14.0

federated_vision_datasets/requirements.txt pypi

absl-py >=0.6.0

felix/requirements.txt pypi

Cython ==0.29.30
Keras-Preprocessing ==1.1.2
Markdown ==3.4.1
Pillow ==9.2.0
PyYAML ==5.4.1
Werkzeug ==2.1.2
absl-py ==1.1.0
astunparse ==1.6.3
cachetools ==5.2.0
certifi ==2022.6.15
charset-normalizer ==2.1.0
colorama ==0.4.5
cycler ==0.11.0
dill ==0.3.5.1
dm-tree ==0.1.7
etils ==0.6.0
flatbuffers ==1.12
fonttools ==4.34.4
frozendict ==2.3.2
gast ==0.4.0
gin-config ==0.5.0
google-api-core ==2.8.2
google-api-python-client ==2.53.0
google-auth ==2.9.1
google-auth-httplib2 ==0.1.0
google-auth-oauthlib ==0.4.6
google-pasta ==0.2.0
googleapis-common-protos ==1.56.4
grpcio ==1.47.0
h5py ==3.7.0
httplib2 ==0.20.4
idna ==3.3
importlib-resources ==5.8.0
joblib ==1.1.0
kaggle ==1.5.12
keras ==2.9.0
kiwisolver ==1.4.4
libclang ==14.0.1
matplotlib ==3.5.2
numpy ==1.23.1
oauth2client ==4.1.3
oauthlib ==3.2.0
opencv-python-headless ==4.6.0.66
opt-einsum ==3.3.0
packaging ==21.3
pandas ==1.4.3
portalocker ==2.5.1
promise ==2.3
protobuf ==3.19.4
psutil ==5.9.1
py-cpuinfo ==8.0.0
pyasn1 ==0.4.8
pyasn1-modules ==0.2.8
pycocotools ==2.0.4
pyparsing ==3.0.9
python-dateutil ==2.8.2
python-slugify ==6.1.2
pytz ==2022.1
regex ==2022.7.9
requests ==2.28.1
requests-oauthlib ==1.3.1
rsa ==4.8
sacrebleu ==2.1.0
scikit-learn ==1.1.1
scipy ==1.8.1
sentencepiece ==0.1.96
seqeval ==1.2.2
six ==1.16.0
tabulate ==0.8.10
tensorboard ==2.9.1
tensorboard-data-server ==0.6.1
tensorboard-plugin-wit ==1.8.1
tensorflow ==2.9.1
tensorflow-addons ==0.17.1
tensorflow-datasets ==4.6.0
tensorflow-estimator ==2.9.0
tensorflow-hub ==0.12.0
tensorflow-io-gcs-filesystem ==0.26.0
tensorflow-metadata ==1.9.0
tensorflow-model-optimization ==0.7.2
tensorflow-text ==2.9.0
termcolor ==1.1.0
text-unidecode ==1.3
tf-models-official ==2.9.2
tf-slim ==1.1.0
threadpoolctl ==3.1.0
toml ==0.10.2
tqdm ==4.64.0
typeguard ==2.13.3
typing_extensions ==4.3.0
uritemplate ==4.1.1
urllib3 ==1.26.10
wrapt ==1.14.1
zipp ==3.8.1

fisher_brc/requirements.txt pypi

d4rl master
gym >=0.17.0
mujoco-py *
numpy *
tensorflow >=2.4.0
tensorflow-probability >=0.9.0
tf-agents >=0.6.0
tqdm >=4.36.1

flare_removal/requirements.txt pypi

floatseg/requirements.txt pypi

Pillow ==9.2.0
matplotlib ==3.4.3
numpy ==1.18.1
opencv_python ==4.5.2.52
seaborn ==0.11.2
torch ==1.7.1
torchinfo ==0.1.2
torchvision ==0.8.2
tqdm ==4.46.0

frechet_audio_distance/requirements.txt pypi

Cython >=0.29.3
Keras-Applications >=1.0.7
Keras-Preprocessing >=1.0.8
Markdown >=3.0.1
Pillow >=5.4.1
PyVCF >=0.6.8
PyYAML >=3.13
Werkzeug >=0.14.1
absl-py >=0.7.0
apache-beam >=2.9.0
astor >=0.7.1
avro >=1.8.2
backports.functools-lru-cache >=1.5
backports.weakref >=1.0.post1
certifi >=2018.11.29
chardet >=3.0.4
crcmod >=1.7
cycler >=0.10.0
dill >=0.2.8.2
docopt >=0.6.2
enum34 >=1.1.6
fastavro >=0.21.17
funcsigs >=1.0.2
future >=0.17.1
futures >=3.2.0
gast >=0.2.2
grpcio >=1.18.0
h5py >=2.9.0
hdfs >=2.2.2
httplib2 >=0.11.3
idna >=2.8
kiwisolver >=1.0.1
matplotlib >=2.2.3
mock >=2.0.0
numpy >=1.16.0
oauth2client >=3.0.0
object-detection >=0.1
pbr >=5.1.2
pkg-resources >=0.0.0
protobuf >=3.6.1
pyasn1 >=0.4.5
pyasn1-modules >=0.2.4
pydot >=1.2.4
pyparsing >=2.3.1
python-dateutil >=2.7.5
pytz >=2018.4
requests >=2.21.0
rsa >=4.0
scipy >=1.2.0
six >=1.12.0
subprocess32 >=3.5.3
tensorboard >=1.12.2
termcolor >=1.1.0
typing >=3.6.6
urllib3 >=1.24.1

frequency_analysis/requirements.txt pypi

numpy >=1.15
tensorflow >=1.12

frmt/requirements.txt pypi

absl-py *
sacrebleu ==1.3.1

func_dist/requirements.txt pypi

gaternet/requirements.txt pypi

CUDA ==9.0
numpy ==1.13.3
python ==2.7
pytorch ==0.4.0
torchvision ==0.1.8

ged_tts/fdsd/requirements.txt pypi

gen_patch_neural_rendering/requirements.txt pypi

clu *
flax >=0.3.6
jax >=0.2.26
jaxlib >=0.1.75
ml_collections *
numpy >=1.21.4
opencv-python >=4.4.0
optax *
scikit-image ==0.17.2
tensorboard >=2.4.0

generalization_representations_rl_aistats22/requirements.txt pypi

generalized_rates/requirements.txt pypi

absl-py >=0.7.0
numpy >=1.13.3
tensorflow >=2.2.0
tensorflow_constrained_optimization *

genomics_ood/images_ood/requirements.txt pypi

genomics_ood/requirements.txt pypi

absl-py >=0.7.1
numpy ==1.13.3
pyyaml >=5.1
scikit-learn *
tensorflow ==1.10.0

gfsa/requirements.txt pypi

absl-py >=0.10.0
astunparse >=1.6.3
dataclasses >=0.7
flax >=0.2.2
gast >=0.3.3
gin-config >=0.3.0
jax >=0.2.1
labmaze >=1.0.3
matplotlib >=3.3.2
numpy >=1.19.2
optax >=0.0.1
scipy >=1.5.2
tensor2tensor >=1.15.7
tensorflow >=2.3.1

gift/setup.py pypi

gigamol/requirements.txt pypi

goemotions/requirements.txt pypi

Jinja2 >=2.10.3
MarkupSafe >=1.1.1
absl-py >=0.8.1
altair >=3.2.0
attrs >=19.3.0
cycler >=0.10.0
entrypoints >=0.3
importlib-metadata >=0.23
joblib >=0.14.0
jsonschema >=3.1.1
kiwisolver >=1.1.0
matplotlib >=3.1.1
more-itertools >=7.2.0
numpy >=1.17.2
pandas >=0.25.1
patsy >=0.5.1
praw >=6.4.0
pyparsing >=2.4.2
pyrsistent >=0.15.4
python-dateutil >=2.8.0
pytz >=2019.3
scikit-learn >=0.21.3
scipy >=1.3.1
seaborn >=0.9.0
six >=1.12.0
sklearn >=0.0
statsmodels >=0.10.1
tensorflow >=1.11.0,<2.00.0
tf-slim >=1.1.0
toolz >=0.10.0
zipp >=0.6.0

gon/requirements.txt pypi

absl-py >=1.0.0
numpy >=1.21.5
tensorflow >=2.9.0
tensorflow_datasets >=4.0.0
tensorflow_lattice >=2.0.0

gradient_based_tuning/requirements.txt pypi

absl-py >=1.1.0
apache_beam *
clu >=0.0.7
flax ==0.3.6
jax ==0.2.26
jaxlib ==0.1.75
numpy >=1.19.2
sentencepiece >=0.1.95
six >=1.16.0
tensor2tensor >=1.11.0
tensorflow >=2.4.1
tensorflow-datasets >=4.3.0

graph_compression/requirements.txt pypi

graph_embedding/ddgk/requirements.txt pypi

absl-py ==0.7.0
networkx ==2.3
numpy ==1.16.4
scipy ==1.3.0
sklearn ==0.0
tensorflow ==1.14
tqdm ==4.32.2

graph_embedding/dmon/requirements.txt pypi

numpy >=1.14.0
scipy >=1.0.0
tensorflow >=2.0.0

graph_embedding/monet/requirements.txt pypi

Keras-Applications ==1.0.8
Keras-Preprocessing ==1.1.0
Markdown ==3.1.1
Werkzeug ==1.0.0
absl-py ==0.9.0
astor ==0.8.1
backports.functools-lru-cache ==1.6.1
backports.weakref ==1.0.post1
boto ==2.49.0
boto3 ==1.11.17
botocore ==1.14.17
bz2file ==0.98
certifi ==2019.11.28
chardet ==3.0.4
cycler ==0.10.0
docutils ==0.15.2
enum34 ==1.1.6
funcsigs ==1.0.2
gast ==0.2.2
gensim ==3.8.1
google-pasta ==0.1.8
grpcio ==1.27.1
h5py ==2.10.0
idna ==2.8
jmespath ==0.9.4
kiwisolver ==1.1.0
matplotlib ==3.3.0
mock ==3.0.5
numpy ==1.16.1
opt-einsum ==2.3.2
pandas ==0.24.2
pkg-resources ==0.0.0
protobuf ==3.11.3
pyparsing ==2.4.6
python-dateutil ==2.8.1
pytz ==2019.3
requests ==2.22.0
s3transfer ==0.3.3
scikit-learn ==0.20.4
scipy ==1.2.3
seaborn ==0.9.1
six ==1.14.0
sklearn ==0.0
smart-open ==1.9.0
subprocess32 ==3.5.4
tensorboard ==1.15.0
tensorflow ==1.15.0
tensorflow-estimator ==1.15.1
termcolor ==1.1.0
urllib3 ==1.25.8
wrapt ==1.11.2

graph_embedding/persona/requirements.txt pypi

absl-py ==0.6.1
boltons ==19.1.0
gensim ==0.13.2
networkx ==2.2
numpy ==1.11.1
scipy ==0.15.1

graph_embedding/slaq/requirements.txt pypi

numpy >=1.14.0
scipy >=1.0.0

graph_embedding/watch_your_step/requirements.txt pypi

Keras-Applications ==1.0.6
Keras-Preprocessing ==1.0.5
Markdown ==3.0.1
Werkzeug ==0.15.3
absl-py ==0.6.1
astor ==0.7.1
gast ==0.2.0
grpcio ==1.16.0
h5py ==2.8.0
numpy ==1.15.4
protobuf ==3.6.1
scikit-learn ==0.20.0
scipy ==1.1.0
six ==1.11.0
sklearn ==0.0
tensorboard ==1.12.0
tensorflow >=1.12.1
termcolor ==1.1.0

graph_sampler/setup.py pypi

graph_temporal_ai/requirements.txt pypi

numpy >=1.15.0,<1.21.0
pytorch-lightning ==1.7.3
ray ==2.0.0

group_agnostic_fairness/requirements.txt pypi

Keras-Applications ==1.0.8
Keras-Preprocessing ==1.1.0
Markdown ==3.1.1
Werkzeug ==0.16.0
absl-py ==0.9.0
astor ==0.8.1
gast ==0.3.3
grpcio ==1.26.0
h5py ==2.10.0
mock ==3.0.5
numpy ==1.18.1
pkg-resources ==0.0.0
protobuf ==3.11.2
six ==1.14.0
tensorboard ==1.13.1
tensorflow ==1.13.2
tensorflow-estimator ==1.13.0
termcolor ==1.1.0

grow_bert/requirements.txt pypi

absl-py *
numpy >=1.19.2
tensorflow >=2.4
tf-models-official >=2.4

gumbel_max_causal_gadgets/requirements.txt pypi

hal/requirements.txt pypi

absl-py >=0.6.1
numpy >=1.15.4
opencv-python >=3.0.1
tensorflow >=2.0

hierarchical_foresight/requirements.txt pypi

Click ==7.0
Flask ==1.1.1
Jinja2 ==2.10.1
Keras-Applications ==1.0.8
Keras-Preprocessing ==1.1.0
Markdown ==3.1.1
MarkupSafe ==1.1.1
Pillow ==6.1.0
PyOpenGL ==3.1.0
Werkzeug ==0.15.5
absl-py ==0.7.1
astor ==0.8.0
attrs ==19.1.0
bz2file ==0.98
cachetools ==3.1.1
certifi ==2019.6.16
chardet ==3.0.4
cloudpickle ==1.2.1
contextlib2 ==0.5.5
decorator ==4.4.0
dill ==0.3.0
dm-control ==0.0.0
dm-sonnet ==1.34
dopamine-rl ==2.0.5
enum34 ==1.1.6
future ==0.17.1
futures ==3.1.1
gast ==0.2.2
gevent ==1.4.0
gin-config ==0.2.0
glfw ==1.8.2
google-api-python-client ==1.7.9
google-auth ==1.6.3
google-auth-httplib2 ==0.0.3
google-pasta ==0.1.7
googleapis-common-protos ==1.6.0
greenlet ==0.4.15
grpcio ==1.22.0
gunicorn ==19.9.0
gym ==0.13.1
h5py ==2.9.0
httplib2 ==0.13.0
idna ==2.8
itsdangerous ==1.1.0
kfac ==0.1.4
lxml ==4.3.4
mesh-tensorflow ==0.0.5
mpmath ==1.1.0
numpy ==1.16.4
oauth2client ==4.1.3
opencv-python ==4.1.0.25
pkg-resources ==0.0.0
promise ==2.2.1
protobuf ==3.9.0
psutil ==5.6.3
pyasn1 ==0.4.5
pyasn1-modules ==0.2.5
pyglet ==1.3.2
pyparsing ==2.4.1
pypng ==0.0.20
requests ==2.22.0
rsa ==4.0
scipy ==1.3.0
semantic-version ==2.6.0
six ==1.12.0
sympy ==1.4
tensor2tensor ==1.13.4
tensorboard ==1.14.0
tensorflow-datasets ==1.1.0
tensorflow-estimator ==1.14.0
tensorflow-gpu ==1.14.0
tensorflow-metadata ==0.14.0
tensorflow-probability ==0.7.0
termcolor ==1.1.0
tqdm ==4.32.2
uritemplate ==3.0.0
urllib3 ==1.25.3
wrapt ==1.11.2

hitnet/requirements.txt pypi

Pillow *
absl-py *
numpy >=1.16.2
tensorflow >=1.11.0

hmc_swindles/requirements.txt pypi

homophonous_logography/requirements.txt pypi

absl-py >=0.9.0
epitran >=1.8
matplotlib >=3.0.3
numpy >=1.17.3
pandas >=1.0.1
pycountry >=20.7.3
tensorflow >=2.2.0

human_object_interaction/requirements.txt pypi

hyperbolic_discount/requirements.txt pypi

absl-py *
atari_py *
dopamine-rl *
gin-config >=0.1
matplotlib *
numpy >=1.14
pillow *
pygame *
scipy ==1.1.0
six *
tensorflow <2.0

hypertransformer/requirements.txt pypi

ials/ncf_benchmarks/requirements.txt pypi

ials/vae_benchmarks/requirements.txt pypi

pandas *

icetea/requirements.txt pypi

ieg/requirements.txt pypi

Pillow *
absl-py *
gast ==0.4.0
numpy *
sklearn *
tenacity *
tensorflow ==2.5.0
tensorflow_addons *
tensorflow_datasets ==2.1.0
tqdm *

igt_optimizer/requirements.txt pypi

numpy >=1.16.4
tensorflow >=1.11.0

ime/requirements.txt pypi

matplotlib ==3.5.1
numpy ==1.21.4
pandas ==1.3.5
scikit-learn ==1.0.1
scipy ==1.7.3
torch ==1.4.0

implicit_constrained_optimization/requirements.txt pypi

ml_collections *
numpy >=1.19.5
scikit-learn >=0.24.1
tensorflow >=2.5.0
tensorflow_datasets *

implicit_pdf/requirements.txt pypi

healpy >=1.14.0
matplotlib >=3.0.3
numpy >=1.16.0
scipy >=1.2.1
tensorflow >=2.4.0
tensorflow_graphics >=2020.5.20
tfds-nightly *

incremental_gain/requirements.txt pypi

absl-py >=1.0.0
chex >=0.1.0
dm-haiku >=0.0.6
dm-tree >=0.1.6
flatbuffers >=2.0
jax >=0.3.1
jaxlib >=0.3.0
jmp >=0.0.2
numpy >=1.22.2
opt-einsum >=3.3.0
optax >=0.1.1
scipy >=1.8.0
six >=1.16.0
tabulate >=0.8.9
toolz >=0.11.2
tqdm >=4.62.3
typing-extensions >=4.1.1

infinite_nature/requirements.txt pypi

imageio ==2.9.0
numpy ==1.19.5
tensorflow ==2.2.0
tensorflow-addons ==0.10.0

interpretability_benchmark/requirements.txt pypi

absl-py >=0.6.0
numpy >=1.15.2
scikit-image *
scipy >=1.0.0
tensorflow >=1.11.0

invariant_explanations/requirements.txt pypi

ipagnn/lib/setup.py pypi

ipagnn/requirements.txt pypi

isl/requirements.txt pypi

isolating_factors/requirements.txt pypi

matplotlib >=3.0.3
numpy >=1.16.0
scikit-learn >=0.24.2
scipy >=1.2.1
tensorflow >=2.5.0
tensorflow_datasets >=4.2.0

jax_dft/requirements.txt pypi

absl-py >=0.10.0
jax >=0.2.0
jaxlib >=0.1.56
numpy >=1.16.4
scipy >=1.2.1

jax_dft/setup.py pypi

jax_mpc/requirements.txt pypi

jax *

jax_mpc/setup.py pypi

jax *

jax_particles/requirements.txt pypi

inputs *
jax *

jax_particles/setup.py pypi

jax *

jaxnerf/requirements.txt pypi

Pillow >=7.2.0
flax >=0.2.2
jax >=0.2.6
jaxlib >=0.1.57
numpy >=1.16.4,<1.19.0
opencv-python >=4.4.0
pyyaml >=5.3.1
tensorboard >=2.4.0
tensorflow >=2.3.1

jaxraytrace/requirements.txt pypi

jaxsel/requirements.txt pypi

flax >=0.4
jax >=0.3.4
matplotlib >=3.5
numpy >=1.21
optax >=0.1.1
tensorflow >=2.8
tensorflow-datasets >=4.5
tree-math >=0.1

keypose/requirements.txt pypi

matplotlib >=3.2.0
numpy >=1.17.4
opencv-python >=4.3.0
pyyaml >=5.3.0
scikit-image >=0.17.0
tensorflow >=2.2.0

kobe/requirements.txt pypi

numpy >=1.19.2
pandas >=1.1.2

kws_streaming/requirements.txt pypi

absl-py >=0.7.0
numpy >=1.13.3
tf_nightly ==2.3.0.dev20200515

l2tl/requirements.txt pypi

numpy >=1.16.2
scipy >=1.3.0
tensorflow ==1.13.1
tensorflow-datasets ==1.3.0
tensorflow-probability ==0.5.0
tfp-nightly ==0.7.0.dev20190529

large_margin/requirements.txt pypi

numpy >=1.15.2

latent_programmer/requirements.txt pypi

absl-py >=0.12.0
flax >=0.3.3
jax >=0.2.12
jaxlib >=0.1.65
numpy >=1.19.5
tensorboard >=2.4.1
tensorflow >=2.5.0rc0
typing-extensions >=3.7.4.3

layout-blt/environment.yml pypi

absl-py ==0.12.0
astunparse ==1.6.3
attrs ==21.2.0
cached-property ==1.5.2
cachetools ==4.2.4
charset-normalizer ==2.0.6
chex ==0.0.8
clang ==5.0
clu ==0.0.6
contextlib2 ==21.6.0
cycler ==0.10.0
dill ==0.3.4
dm-tree ==0.1.6
flatbuffers ==1.12
flax ==0.3.5
frozendict ==2.0.6
future ==0.18.2
gast ==0.4.0
google-auth ==1.35.0
google-auth-oauthlib ==0.4.6
google-pasta ==0.2.0
googleapis-common-protos ==1.53.0
grpcio ==1.41.0
h5py ==3.1.0
idna ==3.2
importlib-metadata ==4.8.1
importlib-resources ==5.2.2
jax ==0.2.21
jaxlib ==0.1.69
keras ==2.6.0
keras-preprocessing ==1.1.2
kiwisolver ==1.3.2
markdown ==3.3.4
matplotlib ==3.4.3
ml-collections ==0.1.0
msgpack ==1.0.2
numpy ==1.19.2
oauthlib ==3.1.1
opt-einsum ==3.3.0
optax ==0.0.9
packaging ==21.0
pillow ==8.3.2
promise ==2.3
protobuf ==3.18.1
pyasn1 ==0.4.8
pyasn1-modules ==0.2.8
pyparsing ==2.4.7
python-dateutil ==2.8.2
pyyaml ==5.4.1
requests ==2.26.0
requests-oauthlib ==1.3.0
rsa ==4.7.2
scipy ==1.7.1
six ==1.15.0
tensorboard ==2.6.0
tensorboard-data-server ==0.6.1
tensorboard-plugin-wit ==1.8.0
tensorflow-datasets ==4.4.0
tensorflow-estimator ==2.6.0
tensorflow-gpu ==2.6.0
tensorflow-metadata ==1.2.0
termcolor ==1.1.0
toolz ==0.11.1
tqdm ==4.62.3
typing-extensions ==3.7.4.3
urllib3 ==1.26.7
werkzeug ==2.0.2
wrapt ==1.12.1
zipp ==3.6.0

layout-blt/requirements.txt pypi

Keras-Preprocessing ==1.1.2
Markdown ==3.3.4
Pillow ==8.3.2
PyYAML ==5.4.1
Werkzeug ==2.0.2
absl-py ==0.12.0
astunparse ==1.6.3
attrs ==21.2.0
cached-property ==1.5.2
cachetools ==4.2.4
certifi ==2021.5.30
charset-normalizer ==2.0.6
chex ==0.0.8
clang ==5.0
clu ==0.0.6
contextlib2 ==21.6.0
cycler ==0.10.0
dill ==0.3.4
dm-tree ==0.1.6
flatbuffers ==1.12
flax ==0.3.5
frozendict ==2.0.6
future ==0.18.2
gast ==0.4.0
google-auth ==1.35.0
google-auth-oauthlib ==0.4.6
google-pasta ==0.2.0
googleapis-common-protos ==1.53.0
grpcio ==1.41.0
h5py ==3.1.0
idna ==3.2
importlib-metadata ==4.8.1
importlib-resources ==5.2.2
jax ==0.2.21
jaxlib ==0.1.69
keras ==2.6.0
kiwisolver ==1.3.2
matplotlib ==3.4.3
ml-collections ==0.1.0
msgpack ==1.0.2
numpy ==1.19.2
oauthlib ==3.1.1
opt-einsum ==3.3.0
optax ==0.0.9
packaging ==21.0
promise ==2.3
protobuf ==3.18.1
pyasn1 ==0.4.8
pyasn1-modules ==0.2.8
pyparsing ==2.4.7
python-dateutil ==2.8.2
requests ==2.26.0
requests-oauthlib ==1.3.0
rsa ==4.7.2
scipy ==1.7.1
six ==1.15.0
tensorboard ==2.6.0
tensorboard-data-server ==0.6.1
tensorboard-plugin-wit ==1.8.0
tensorflow-datasets ==4.4.0
tensorflow-estimator ==2.6.0
tensorflow-gpu ==2.6.0
tensorflow-metadata ==1.2.0
termcolor ==1.1.0
toolz ==0.11.1
tqdm ==4.62.3
typing-extensions ==3.7.4.3
urllib3 ==1.26.7
wrapt ==1.12.1
zipp ==3.6.0

learn_to_infer/requirements.txt pypi

Pillow >=7.2.0
jax >=0.2.0
jaxlib >=0.1.55
matplotlib >=3.3.2
numpy >=1.18.5
scikit-learn >=0.23.2
scipy >=1.5.2
sklearn >=0.0
tensorflow >=2.3.1

learning_parameter_allocation/requirements.txt pypi

absl-py ==0.8.0
numpy ==1.17.2
tensorflow ==1.15.0rc1
tensorflow-datasets ==1.2.0
tensorflow-probability ==0.7.0

learnreg/requirements.txt pypi

absl-py >=0.6.1
numpy >=1.15.4
scipy >=1.2.0
six ==1.12.0

ledge/requirements.txt pypi

Keras-Preprocessing ==1.1.2
Pillow ==8.0.1
absl-py ==0.11.0
matplotlib ==3.3.3
numpy ==1.19.4
tensorflow ==2.4.0
tf-slim ==1.1.0

lego/requirements.txt pypi

matplotlib *
numpy *
scipy *
sympy *
tensorflow ==2.3.1
torch ==1.7.1
torch_scatter ==2.0.5
tqdm *

lego/setup.py pypi

gym *
scikit-learn *
tensorboardX *
torch >=1.7.0

light_field_neural_rendering/requirements.txt pypi

clu *
flax >=0.3.6
jax >=0.2.26
jaxlib >=0.1.75
ml_collections *
numpy >=1.21.4
opencv-python >=4.4.0
optax *
scikit-image ==0.17.2
tensorboard >=2.4.0

lighthouse/requirements.txt pypi

absl-py >=0.6.1
matplotlib >=2.2.3
numpy >=1.15.1
scipy >=1.1.0
tensorflow *

linear_dynamical_systems/requirements.txt pypi

Cython ==0.29.6
absl-py ==0.7.1
autograd ==1.2
backports.functools-lru-cache ==1.5
cachetools ==3.1.0
certifi ==2019.3.9
chardet ==3.0.4
cycler ==0.10.0
enum34 ==1.1.6
future ==0.17.1
futures ==3.2.0
idna ==2.8
kiwisolver ==1.1.0
matplotlib ==2.2.4
nose ==1.3.7
numpy ==1.16.2
pandas ==0.24.2
patsy ==0.5.1
protobuf ==3.7.1
pyasn1 ==0.4.5
pyasn1-modules ==0.2.5
pybasicbayes ==0.2.2
pylds ==0.0.5
pyparsing ==2.4.0
pypolyagamma ==1.2.2
python-dateutil ==2.8.0
pytz ==2019.1
requests ==2.21.0
rsa ==4.0
scikit-learn ==0.18
scipy ==1.2.1
seaborn ==0.9.0
six ==1.12.0
statsmodels ==0.9.0
subprocess32 ==3.5.3
tqdm ==4.31.1
tslearn ==0.1.29
urllib3 ==1.24.3
wfdb ==2.2.1

linear_eval/requirements.txt pypi

absl-py *
frozendict *
jax >=0.2
numpy >=1.7
tensorflow_probability >=0.12

lista_design_space/requirements.txt pypi

absl-py >=0.10.0
numpy >=1.19.4
tensorflow >=2.4.0

logic_inference_dataset/requirements.txt pypi

absl_py >=0.13.0
tensorflow >=2.6.0

logit_adjustment/requirements.txt pypi

numpy >=1.16.0
tensorflow >=2.4.0

low_rank_local_connectivity/requirements.txt pypi

absl-py >=0.7.1
future >=0.17.1
numpy >=1.16.2
six >=1.12.0
tensorflow >=1.13.1

m_layer/requirements.txt pypi

numpy *
tensorflow *

m_theory/m_theory_lib/requirements.txt pypi

cached_property >=1.5.1
h5py >=2.10.0
matplotlib >=3.0.0
mpmath >=1.0.0
numpy ==1.18.5
opt_einsum >=2.3.2
scipy ==1.4.1
tensorflow ==2.4.1

many_constraints/requirements.txt pypi

memento/requirements.txt pypi

absl-py *
atari_py *
dopamine-rl *
gin-config >=0.1
numpy >=1.14
pillow *
pygame *
scipy ==1.1.0
six *
tensorflow <2.0

mentormix/requirements.txt pypi

numpy ==1.13.3
python ==2.7.15
tensorflow ==1.15.0

meta_augmentation/requirements.txt pypi

Pillow >=4.0.0
numpy >=1.16.4
tensorflow >=1.14.0

meta_learning_without_memorization/requirements.txt pypi

absl-py >=0.5.0
matplotlib >=2.1.0
numpy >=1.15.2
tensorflow ==1.15rc2

meta_pseudo_labels/requirements.txt pypi

absl-py >=0.6.1
numpy >=1.15.4
tensorflow ==1.15

meta_reward_learning/semantic_parsing/requirements.txt pypi

Babel ==2.5.3
bloom-filter >=1.3
gensim >=3.2.0
nltk ==3.3
numpy >=1.15.2
scipy ==1.1.0
tensorflow ==1.11

meta_reward_learning/textworld/requirements.txt pypi

numpy >=1.15.2
tensorflow <=1.13.0rc1

metapose/requirements.txt pypi

aniposelib >=0.4.3
tensorflow >=2.8.0
tensorflow-datasets >=4.5.2
tensorflow-probability >=0.16.0

mico/requirements.txt pypi

milking_cowmask/requirements.txt pypi

jax >=0.1.56
numpy >=1.16
scikit-learn >=0.20
tensorflow ==2.1.0
tensorflow_datasets ==1.3.2

minigrid_basics/requirements.txt pypi

Keras-Preprocessing ==1.1.2
Markdown ==3.3.7
Pillow ==9.1.1
Werkzeug ==2.1.2
absl-py ==1.0.0
astunparse ==1.6.3
cachetools ==5.1.0
certifi ==2022.5.18.1
charset-normalizer ==2.0.12
cloudpickle ==2.1.0
cycler ==0.11.0
flatbuffers ==1.12
fonttools ==4.33.3
gast ==0.4.0
gin-config ==0.5.0
google-auth ==2.6.6
google-auth-oauthlib ==0.4.6
google-pasta ==0.2.0
grpcio ==1.46.3
gym ==0.23.1
gym-minigrid ==1.0.3
gym-notices ==0.0.6
h5py ==3.7.0
idna ==3.3
importlib-metadata ==4.11.4
keras ==2.9.0
kiwisolver ==1.4.2
libclang ==14.0.1
matplotlib ==3.5.2
numpy ==1.22.4
oauthlib ==3.2.0
opt-einsum ==3.3.0
packaging ==21.3
protobuf ==3.19.4
pyasn1 ==0.4.8
pyasn1-modules ==0.2.8
pyparsing ==3.0.9
python-dateutil ==2.8.2
requests ==2.27.1
requests-oauthlib ==1.3.1
rsa ==4.8
six ==1.16.0
tensorboard ==2.9.0
tensorboard-data-server ==0.6.1
tensorboard-plugin-wit ==1.8.1
tensorflow ==2.9.1
tensorflow-estimator ==2.9.0
tensorflow-io-gcs-filesystem ==0.26.0
termcolor ==1.1.0
typing_extensions ==4.2.0
urllib3 ==1.26.9
wrapt ==1.14.1
zipp ==3.8.0

ml_debiaser/requirements.txt pypi

mobilebert/requirements.txt pypi

tensorflow ==1.15.2

model_pruning/requirements.txt pypi

absl-py >=0.7.0
graph-compression-google-research *
numpy >=1.13.3
pandas >=0.24.1
sklearn >=0.0.0
tensorflow >=1.13.0

moew/requirements.txt pypi

absl-py >=0.7.0
numpy >=1.13.3
pandas >=0.24.1
sklearn >=0.0.0
tensorflow ==1.15.0

mol_dqn/requirements.txt pypi

moment_advice/requirements.txt pypi

absl-py *
numpy *

motion_blur/requirements.txt pypi

mpi_extrapolation/requirements.txt pypi

absl-py >=0.6.1
ffmpeg >=4.0
matplotlib >=2.2.3
numpy >=1.15.1
scipy >=1.1.0
tensorflow *

mucped22/scripts/requirements.txt pypi

Pillow >=8.4.0

multi_resolution_rec/requirements.txt pypi

numpy >=1.16.4
tensorflow >=1.15.0,<2.0.0

multiple_user_representations/requirements.txt pypi

absl-py >=0.1.6
numpy >=1.16
tensorflow >=2.3.0

munchausen_rl/requirements.txt pypi

absl-py >=0.9.0
atari-py >=0.2.6
dopamine-rl >=3.0.1
gin-config >=0.3.0
gym >=0.17.2
numpy >=1.19.1
scipy >=1.5.2
tensorboard >=1.15.0
tensorflow >=1.15.0

musiq/requirements.txt pypi

absl-py >=0.12.0
chex >=0.0.7
clu >=0.0.3
einops >=0.3.0
flax ==0.3.3
jax >=0.1.55
jaxlib >=0.1.37
ml-collections ==0.1.0
numpy >=1.19.5
pandas >=1.1.0
tensorflow >=2.0.0

muzero/requirements.txt pypi

absl-py *
apache_beam *
attrs *
cloudpickle ==1.3.0
grpcio >=1.32.0
grpcio-tools *
gym *
keras *
numpy *
tensorflow ==2.4.1
tensorflow_addons *
tensorflow_probability ==0.11.0

ncsnv3/requirements.txt pypi

ml-collections ==0.1.0
tensorflow-gan ==2.0.0

neural_additive_models/requirements.txt pypi

absl-py *
numpy >=1.15.2
pandas >=0.24
sklearn *
tensorflow >=1.15

neural_additive_models/setup.py pypi

absl-py *
numpy >=1.15.2
pandas >=0.24
sklearn *
tensorflow >=1.15

neural_guided_symbolic_regression/requirements.txt pypi

absl-py *
deap >=1.2.2
mock >=1.0.1
nltk >=3.2.2
numpy >=1.13.3
pandas >=0.22.0
sympy >=1.2
tensorflow >=1.12.0

neutra/requirements.txt pypi

Pillow *
PyYAML >=3.13
absl-py >=0.7.0
gin-config ==0.1.2
jax *
jaxlib *
matplotlib *
pandas >=0.24.1
pystan >=2.18.1.0
scipy >=1.0.0
simplejson >=3.16.0
tf-nightly *
tfp-nightly *

nigt_optimizer/requirements.txt pypi

tensorflow ==1.14.0

non_decomp/requirements.txt pypi

non_semantic_speech_benchmark/requirements.txt pypi

nopad_inception_v3_fcn/requirements.txt pypi

Pillow ==9.0.1
tensorflow ==2.8.0
tf-slim ==1.1.0

norml/requirements.txt pypi

Cython >=0.29.6
Keras-Applications >=1.0.7
Keras-Preprocessing >=1.0.9
Markdown >=3.1
Pillow >=5.4.1
PyYAML ==4.2b2
Werkzeug >=0.15.1
absl-py >=0.7.1
astor >=0.7.1
certifi >=2019.3.9
cffi >=1.12.2
chardet >=3.0.4
cycler >=0.10.0
dotmap >=1.3.8
future >=0.17.1
gast >=0.2.2
glfw >=1.7.1
grpcio >=1.19.0
gym >=0.12.1
h5py >=2.9.0
idna >=2.8
imageio >=2.5.0
kiwisolver >=1.0.1
lockfile >=0.12.2
matplotlib >=3.0.3
mock >=2.0.0
mujoco-py >=2.0.2.0
numpy >=1.16.2
opencv-python >=4.0.0.21
pbr >=5.1.3
protobuf >=3.7.1
pycparser >=2.19
pyglet >=1.3.2
pyparsing >=2.3.1
python-dateutil >=2.8.0
requests >=2.21.0
scipy >=1.2.1
six >=1.12.0
tensorboard >=1.13.1
tensorflow >=1.13.1
tensorflow-estimator >=1.13.0
tensorflow-probability >=0.6.0
termcolor >=1.1.0
urllib3 >=1.24.1

numbert/requirements.txt pypi

Keras-Preprocessing ==1.1.2
Markdown ==3.3.4
Werkzeug ==2.0.1
absl-py ==0.13.0
astunparse ==1.6.3
bert-tensorflow ==1.0.4
cachetools ==4.2.2
certifi ==2021.5.30
charset-normalizer ==2.0.4
clang ==5.0
flatbuffers ==1.12
gast ==0.4.0
google-auth ==1.35.0
google-auth-oauthlib ==0.4.5
google-pasta ==0.2.0
grpcio ==1.39.0
h5py ==3.1.0
idna ==3.2
keras ==2.6.0
numpy ==1.19.5
oauthlib ==3.1.1
opt-einsum ==3.3.0
protobuf ==3.17.3
pyasn1 ==0.4.8
pyasn1-modules ==0.2.8
requests ==2.26.0
requests-oauthlib ==1.3.0
rsa ==4.7.2
six ==1.15.0
tensorboard ==2.6.0
tensorboard-data-server ==0.6.1
tensorboard-plugin-wit ==1.8.0
tensorflow ==2.6.0
tensorflow-estimator ==2.6.0
termcolor ==1.1.0
tqdm ==4.62.1
typing-extensions ==3.7.4.3
urllib3 ==1.26.6
wrapt ==1.12.1

opt_list/requirements.txt pypi

absl-py >=0.6.1
numpy >=1.13.37

opt_list/setup.py pypi

optimizing_interpretability/requirements.txt pypi

absl-py >=0.6.0
numpy >=1.15.2
pandas >=0.24.1
scikit-image *
scipy >=1.0.0
tensorflow *

osf/requirements.txt pypi

numpy >=1.18.5
tensorflow ==2.3.0

pair_ngram/environment.yml pypi

mucped22/scripts/elo/Cargo.lock cargo

cfg-if 1.0.0
getrandom 0.2.4
itoa 1.0.1
libc 0.2.116
ppv-lite86 0.2.16
proc-macro2 1.0.36
quote 1.0.15
rand 0.8.4
rand_chacha 0.3.1
rand_core 0.6.3
rand_hc 0.3.1
ryu 1.0.9
serde 1.0.136
serde_derive 1.0.136
serde_json 1.0.78
syn 1.0.86
unicode-xid 0.2.2
wasi 0.10.2+wasi-snapshot-preview1

Ecosyste.ms: Repos

GitHub / CameleoGrey / google-research

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