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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

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

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

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 *

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

aqt/requirements.txt pypi

jax >=0.2.7
numpy >=1.16.4
tensorflow >=2.3.1

assemblenet/requirements.txt pypi

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

automatic_structured_vi/requirements.txt pypi

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

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

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
numpy >=1.13.1
tensorflow >=1.11.0,<2.0.0

bnn_hmc/requirements.txt pypi

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

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

cnn_quantization/requirements.txt pypi

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

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

coltran/requirements.txt pypi

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

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

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

dble/requirements.txt pypi

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

deep_homography/requirements.txt pypi

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

deep_representation_one_class/requirements.txt pypi

Keras-Preprocessing ==1.1.2
Markdown ==3.3.1
Pillow ==8.0.0
Werkzeug ==1.0.1
absl-py ==0.10.0
astunparse ==1.6.3
attrs ==20.2.0
cachetools ==4.1.1
certifi ==2020.6.20
chardet ==3.0.4
cloudpickle ==1.6.0
dataclasses ==0.7
decorator ==4.4.2
dill ==0.3.2
dm-tree ==0.1.5
future ==0.18.2
gast ==0.3.3
google-auth ==1.22.1
google-auth-oauthlib ==0.4.1
google-pasta ==0.2.0
googleapis-common-protos ==1.52.0
grpcio ==1.32.0
h5py ==2.10.0
idna ==2.10
importlib-metadata ==2.0.0
importlib-resources ==3.0.0
joblib ==0.17.0
numpy ==1.18.5
oauthlib ==3.1.0
opt-einsum ==3.3.0
pkg-resources ==0.0.0
promise ==2.3
protobuf ==3.13.0
pyasn1 ==0.4.8
pyasn1-modules ==0.2.8
requests ==2.24.0
requests-oauthlib ==1.3.0
rsa ==4.6
scikit-learn ==0.23.2
scipy ==1.5.2
six ==1.15.0
sklearn ==0.0
tensorboard ==2.3.0
tensorboard-plugin-wit ==1.7.0
tensorflow ==2.3.1
tensorflow-addons ==0.11.2
tensorflow-datasets ==4.0.1
tensorflow-estimator ==2.3.0
tensorflow-metadata ==0.24.0
termcolor ==1.1.0
threadpoolctl ==2.1.0
tqdm ==4.50.2
typeguard ==2.9.1
urllib3 ==1.25.10
wrapt ==1.12.1
zipp ==3.3.0

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

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

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

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

dreg_estimators/requirements.txt pypi

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

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 *

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

factorize_a_city/requirements.txt pypi

fair_survival_analysis/requirements.txt pypi

lifelines >=0.24.9
numpy >=1.18.1
sksurv >=0.12.0
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

frozendict ==1.2
tensorflow-text ==2.4.3
tf-models-official ==2.4.0
tf-nightly ==2.5.0.dev20210114

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

flax_models/bert/requirements.txt pypi

flax >=0.2.2
jax >=0.2.0
jaxlib >=0.1.55
ml_collections *
sentencepiece *
tensorflow *
tensorflow_datasets *

flax_models/cifar/requirements.txt pypi

flax_models/moco/requirements.txt pypi

flax_models/t5x/requirements.txt pypi

flax ==0.3.0
jax ==0.2.7
ml-collections ==0.1.0
t5 ==0.7.1
tensorflow ==2.4.0rc0
tensorflow-text ==2.4.0rc0

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

ged_tts/fdsd/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

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

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
functools32 ==3.2.3.post2
futures ==3.3.0
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 ==2.2.5
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

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

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

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

ieg/requirements.txt pypi

Pillow *
absl-py *
gast ==0.2.2
numpy *
sklearn *
tensorflow ==2.3.0
tensorflow_addons *
tensorflow_datasets ==2.1.0
tqdm *

igt_optimizer/requirements.txt pypi

numpy >=1.16.4
tensorflow >=1.11.0

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

isolating_factors/requirements.txt pypi

matplotlib >=3.0.3
numpy >=1.16.0
scipy >=1.2.1
tensorflow >=2.4.0
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_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
tensorflow-hub >=0.11.0

keypose/requirements.txt pypi

matplotlib >=3.2.0
numpy >=1.17.4
opencv-python >=4.3.0
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

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

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

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

mpmath >=1.0.0
numpy >=1.16.2
opt_einsum >=2.3.2
scipy >=0.19.1
tensorflow ==2.0.1

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

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

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 *

multi_resolution_rec/requirements.txt pypi

numpy >=1.16.4
tensorflow >=1.15.0,<2.0.0

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

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_semantic_speech_benchmark/requirements.txt pypi

nopad_inception_v3_fcn/requirements.txt pypi

absl-py >=0.7.1
tensorflow >=1.13.1

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

opt_list/requirements.txt pypi

absl-py >=0.6.1
numpy >=1.13.37

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

poem/requirements.txt pypi

absl-py >=0.9.0
numpy >=1.17.4
pandas >=1.1.2
protobuf >=3.11.4
six >=1.14.0
tensorboard >=2.2.2
tensorflow >=2.2.0
tensorflow-probability >=0.10.1
tf-slim >=1.1.0

policy_eval/requirements.txt pypi

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

polish/requirements.txt pypi

absl-py >=0.7.0
gin-config >=0.2.1
gym >=0.14.0
mujoco_py >=2.0.2
numpy >=1.13.3
tensorflow >=1.14.0,<2.0.0

poly_kernel_sketch/requirements.txt pypi

absl-py >=0.5.0
matplotlib >=2.1.1
numpy >=1.15.0
tensorflow >=1.12.0

private_sampling/requirements.txt pypi

absl-py *

protein_lm/requirements.txt pypi

dm-tree >=0.1.5
flax >=0.1.0
gin-config >=0.1.6
jax >=0.1.71
jaxlib >=0.1.48

protoattend/requirements.txt pypi

numpy ==1.16.2
opencv-python >3.1.0
tensorflow >=1.11.0

pruning_identified_exemplars/requirements.txt pypi

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

pse/dm_control/requirements.txt pypi

absl-py *
absl-py >=0.9.0
dm-control ==0.0.322773188
gin-config *
mock >=mock
numpy >=1.18.3
pillow >=7.0.0
tensorflow >=1.15.0

pse/jumping_task/requirements.txt pypi

psycholab/requirements.txt pypi

gym >=0.13.1
matplotlib >=3.0.3
numpy >=1.15.2
pandas >=0.24.1

ptopk_patch_selection/requirements.txt pypi

absl-py ==0.11.0
chex ==0.0.4
clu ==0.0.2
einops ==0.3.0
flax ==0.3.2
jax ==0.2.9
matplotlib ==3.3.4
ml-collections ==0.1.0
numpy ==1.20.1
optax ==0.0.2
scipy ==1.6.1
tensorflow ==2.4.1

pwil/requirements.txt pypi

dm-acme >=0.1.4
dm-reverb-nightly >=0.1.0.dev
dm-sonnet >=2.0.0
gym >=0.17.2
mujoco-py >=2.0.2.10
numpy >=1.18.5
pot >=0.7.0
scikit-learn >=0.23.1
tensorflow-probability >=0.10.0
tf-nightly >=2.3.0.dev
trfl >=1.1.0

quantum_sample_learning/requirements.txt pypi

absl-py *
cirq >=0.8.0
numpy >=1.16.4
scipy >=1.2.1
tensorflow >=1.12.0

r4r/requirements.txt pypi

networkx >=2.2
numpy >=1.13.1

ravens/requirements.txt pypi

absl-py >=0.7.0
circle-fit >=0.1.3
matplotlib >=3.1.1
meshcat >=0.0.18
numpy ==1.18.5
opencv-python >=4.1.2.30
packaging >=19.2
pybullet >=3.0.4
scikit-image >=0.17.2
scipy ==1.4.1
tensorflow ==2.3.0
tensorflow-addons ==0.11.2
tensorflow_hub ==0.9.0
transformations >=2020.1.1

recs_ecosystem_creator_rl/requirements.txt pypi

absl-py >=0.6.0
gym >=0.12.1
numpy >=1.15.4
recsim *
scipy >=0.12.0
six >=1.12.0
tensorflow >=1.12.0

recursive_optimizer/requirements.txt pypi

absl-py >=0.6.0
numpy >=1.15.0

reset_free_learning/requirements.txt pypi

cloudpickle <1.4.0,>=1.2.0
gast ==0.3.3
gym ==0.17.1
matplotlib ==3.0.2
metaworld master
mujoco-py ==2.0.2.9
numpy <1.19.0,>=1.16.0
seaborn ==0.10.1
tensorflow ==2.3.1
tensorflow-probability ==0.11.1
tf-agents ==0.6.0

resolve_ref_exp_elements_ml/requirements.txt pypi

tensorboard >=1.11.0
tensorflow-gpu >=1.11.0
tensorflow-hub >=0.1.1

rl4circopt/requirements.txt pypi

absl-py *
cirq >=0.7.0
numpy >=1.16.4
scipy >=1.2.1

rl_metrics_aaai2021/requirements.txt pypi

rllim/requirements.txt pypi

absl-py >=0.5.0
lightgbm >=2.2.3
matplotlib >=3.0.3
numpy >=1.16.2
pandas >=0.24.2
scikit-learn >=0.20.3
tensorflow >=1.13.1
tqdm >=4.31.1

robust_loss/requirements.txt pypi

absl-py >=0.1.9
mpmath >=1.1.0
numpy >=1.15.4
scipy >=1.1.0

robust_loss_jax/requirements.txt pypi

absl-py >=0.1.9
jax >=0.1.55
jaxlib >=0.1.37
numpy >=1.16.2
scipy >=1.1.0

robust_optim/requirements.txt pypi

robust_retrieval/requirements.txt pypi

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

rouge/requirements.txt pypi

absl-py *
nltk *
numpy *
six >=1.14

rouge/setup.py pypi

absl-py *
nltk *
numpy *
six >=1.14.0

routing_transformer/requirements.txt pypi

absl-py >=0.6.0
gast ==0.2.2
numpy >=1.15.4
tensor2tensor >=1.11.0

saccader/requirements.txt pypi

scalable_shampoo/requirements.txt pypi

absl-py *
flax >=0.2.2
jax >=0.2.0
jaxlib >=0.1.55
scipy >=0.19.1

scann/requirements.txt pypi

numpy *
tensorflow *

schema_guided_dst/requirements.txt pypi

absl-py >=0.7.0
fuzzywuzzy >=0.17.0
numpy >=1.16.1
six >=1.12.0
tensorflow ==1.14.0

scrna_benchmark/requirements.txt pypi

DCA >=0.2.3
Keras >=2.3.1
Keras-Applications >=1.0.8
Keras-Preprocessing >=1.1.0
Markdown >=3.2.1
PyYAML >=5.3.1
Werkzeug >=1.0.1
absl-py >=0.9.0
anndata >=0.7.1
astor >=0.8.1
click >=7.1.1
cycler >=0.10.0
decorator >=4.4.2
future >=0.18.2
gast >=0.3.3
get-version >=2.1
google-pasta >=0.2.0
grpcio >=1.28.1
h5py >=2.10.0
hyperopt >=0.1.2
importlib-metadata >=1.6.0
joblib >=0.14.1
kiwisolver >=1.2.0
kopt >=0.1.0
legacy-api-wrap >=1.2
llvmlite >=0.32.0
loompy >=3.0.6
matplotlib >=3.2.1
natsort >=7.0.1
networkx >=2.4
numba >=0.49.0
numexpr >=2.7.1
numpy >=1.18.3
numpy-groupies >=0
packaging >=20.3
pandas >=1.0.3
patsy >=0.5.1
protobuf >=3.11.3
pymongo >=3.10.1
pyparsing >=2.4.7
python-dateutil >=2.8.1
pytz >=2019.3
scanpy >=1.4.6
scikit-learn >=0.22.2.post1
scipy >=1.4.1
scvi >=0.6.4
seaborn >=0.10.1
setuptools-scm >=3.5.0
six >=1.14.0
sklearn >=0.0
statsmodels >=0.11.1
tables >=3.6.1
tbb >=2020.0.133
tensorboard ==1.14.0
tensorflow ==1.14.0
tensorflow-estimator ==1.14.0
termcolor >=1.1.0
torch >=1.5.0
tqdm >=4.45.0
umap-learn >=0.4.1
wrapt >=1.12.1
xlrd >=1.2.0
zipp >=3.1.0

seq2act/data_generation/requirements.txt pypi

absl-py >=0.6.0
attr >=0.3.1
lxml >=4.5.0
nltk >=3.5
numpy >=1.15.4
six >=1.12.0
tensor2tensor *
tensorflow ==1.15

seq2act/requirements.txt pypi

absl-py >=0.6.0
numpy >=1.15.4
six >=1.12.0
tensor2tensor *
tensorflow ==1.15

sign_language_detection/requirements.txt pypi

absl-py >=0.9.0
model_card_toolkit >=0.1.0
numpy >=1.13.0
pose_format >=0.0.1
tensorflow >=2.3.0

simpdom/requirements.txt pypi

absl-py >=0.5.0
bert-tensorflow *
lxml >=4.3.4
networkx >=2.5
numpy >=1.13.3
tensor2tensor >=1.11.0
tensorflow >=2.0
tqdm >=4.50.1

single_view_mpi/requirements.txt pypi

tensorflow ==2.2.0
tensorflow-addons ==0.10.0

slot_attention/requirements.txt pypi

absl-py >=0.9.0
matplotlib >=3.0.0
tensorflow >=2.2.0
tensorflow-datasets >=3.0.0

sm3/requirements.txt pypi

numpy >=1.13.1
tensorflow >=1.11.0

smith/requirements.txt pypi

nltk >=3.5
numpy >=1.13.3
tensorflow-gpu ==1.15
tf_slim ==1.1.0
tqdm >=4.50.1

smug_saliency/requirements.txt pypi

ipykernel >=5.5.0
numpy >=1.19.4
saliency ==0.0.6
scikit-image >=0.18.1
scikit-learn >=0.24.1
scipy >=1.6.0
tensorflow >=2.4.1
tensorflow-datasets >=4.2.0
tensorflow-estimator >=2.4.0
tensorflow-hub >=0.11.0
tf_slim >=1.1.0
z3-solver ==4.8.8

snlds/requirements.txt pypi

absl-py *
matplotlib >=2.2.3
scipy >=1.2.1
tensorflow >=2.2.0
tensorflow_probability >=0.10.0

social_rl/requirements.txt pypi

cloudpickle ==1.3
gym >=0.17.3
gym-minigrid ==1.0.1
networkx ==2.5
numpy >=1.16.4
pandas >=1.0.5
tf-agents ==0.7.1

soft_sort/requirements.txt pypi

gin-config >=0.1.4
jax >=0.1.55
jaxlib >=0.1.37
numpy >=1.16.2
tensorflow >=2.0.0

soft_topk/requirements.txt pypi

solver1d/requirements.txt pypi

absl-py >=0.6.1
numpy >=1.13.3
scipy >=1.0.0
tensorflow >=1.13.1

sparse_data/requirements.txt pypi

special_orthogonalization/requirements.txt pypi

Keras-Preprocessing ==1.1.2
Markdown ==3.3.3
Werkzeug ==1.0.1
absl-py ==0.11.0
astunparse ==1.6.3
cachetools ==4.1.1
certifi ==2020.6.20
chardet ==3.0.4
gast ==0.3.3
google-auth ==1.23.0
google-auth-oauthlib ==0.4.2
google-pasta ==0.2.0
grpcio ==1.33.2
h5py ==2.10.0
idna ==2.10
importlib-metadata ==2.0.0
numpy ==1.18.5
oauthlib ==3.1.0
opt-einsum ==3.3.0
protobuf ==3.13.0
pyasn1 ==0.4.8
pyasn1-modules ==0.2.8
requests ==2.24.0
requests-oauthlib ==1.3.0
rsa ==4.6
scipy ==1.5.3
six ==1.15.0
tensorboard ==2.3.0
tensorboard-plugin-wit ==1.7.0
tensorflow ==2.3.1
tensorflow-estimator ==2.3.0
termcolor ==1.1.0
urllib3 ==1.25.11
wrapt ==1.12.1
zipp ==3.4.0

stacked_capsule_autoencoders/requirements.txt pypi

Pillow >=6.2.1
absl_py >=0.8.1
dm_sonnet ==1.35
imageio >=2.6.1
matplotlib >=3.0.3
monty >=3.0.2
numpy >=1.16.2
scikit_learn >=0.20.4
scipy >=1.2.1
tensorflow ==1.15.0
tensorflow_datasets ==1.3.0
tensorflow_probability ==0.8.0

state_of_sparsity/requirements.txt pypi

absl-py >=0.6.0
numpy >=1.15.4
six >=1.12.0
tensor2tensor *
tensorflow >=1.12.0

stochastic_to_deterministic/requirements.txt pypi

absl-py >=0.7.0
numpy >=1.13.3

storm_optimizer/requirements.txt pypi

tensorflow ==1.14.0

strategic_exploration/requirements.txt pypi

Fabric ==1.14.0
GitPython ==2.1.11
Markdown ==2.6.11
Pillow ==5.2.0
PyNaCl ==1.2.1
PyYAML ==3.13
Pygments ==2.2.0
Werkzeug ==0.14.1
absl-py ==0.4.1
asn1crypto ==0.24.0
astor ==0.7.1
atari-py ==0.1.1
backports.functools-lru-cache ==1.5
backports.shutil-get-terminal-size ==1.0.0
backports.weakref ==1.0.post1
bcrypt ==3.1.4
boto ==2.38.0
cffi ==1.11.5
chardet ==2.3.0
crcmod ==1.7
cryptography ==2.3.1
cycler ==0.10.0
decorator ==4.3.0
enum34 ==1.1.6
funcsigs ==1.0.2
future ==0.16.0
gast ==0.2.0
gitdb2 ==2.0.4
google-compute-engine ==2.8.2
grpcio ==1.14.2
gym ==0.10.5
idna ==2.7
ipaddress ==1.0.22
ipython ==5.8.0
ipython-genutils ==0.2.0
jsonpickle ==0.9.6
kiwisolver ==1.0.1
line-profiler ==1.0
matplotlib ==3.0.3
mock ==2.0.0
nose ==1.3.7
numpy ==1.14.5
opencv-python ==3.4.3.18
pandas ==0.23.4
paramiko ==2.4.1
pathlib2 ==2.3.2
pbr ==4.2.0
pexpect ==4.6.0
pickleshare ==0.7.4
prompt-toolkit ==1.0.15
protobuf ==3.6.1
ptyprocess ==0.6.0
pyasn1 ==0.4.4
pycparser ==2.18
pyglet ==1.3.2
pyhocon ==0.3.45
pyparsing ==2.2.0
python-dateutil ==2.7.3
pytz ==2018.5
requests ==2.9.1
scandir ==1.9.0
scipy ==1.1.0
seaborn ==0.9.0
simplegeneric ==0.8.1
six ==1.10.0
smmap2 ==2.0.4
sortedcontainers ==2.0.5
subprocess32 ==3.5.2
tensorboard ==1.10.0
tensorboard-logger ==0.1.0
tensorflow ==1.10.1
termcolor ==1.1.0
torch ==0.3.1
tqdm ==4.25.0
traitlets ==4.3.2
urllib3 ==1.13.1
virtualenv ==16.0.0
wcwidth ==0.1.7

structformer/requirements.txt pypi

matplotlib >=3.2.1
nltk >=3.4.4
numpy >=1.18.1
torch >=1.5.1
wget *

structured_multihashing/requirements.txt pypi

sufficient_input_subsets/requirements.txt pypi

absl-py >=0.5.0
numpy >=1.12.1

summae/requirements.txt pypi

rouge-score >=0.0.2
tensorflow >=1.11.0,<2.0
tensorflow-probability >=0.9

supcon/requirements.txt pypi

absl-py *
attr >=0.3.1
numpy >=1.19.2
tensorflow >=2.1
tensorflow-datasets >=3.1.0
tensorflow_addons >=0.11.2
tf-models-official >=2.1
tf-slim ==1.1.0

t5_closed_book_qa/requirements.txt pypi

t5 *

tabnet/requirements.txt pypi

absl-py >=0.5.0
numpy ==1.15.1
tensorflow-gpu ==1.11.0
wget >=3.2

task_set/requirements.txt pypi

absl-py >=0.7.0
dm-sonnet ==1.36
flax >=0.0.1a0
gin-config >=0.2.1
numpy >=1.13.3
opencv-python >=3.4.9.31
sklearn >=0.0
tensorflow >=1.14.0,<2.0.0
tensorflow-datasets ==1.3.2
torch >=1.4.0

task_specific_learned_opt/requirements.txt pypi

absl-py >=0.5.0
dm-sonnet >=1.23
numpy >=1.13.3
scipy >=1.1.0
tensorflow >=1.11.0

tcc/requirements.txt pypi

Keras-Applications >=1.0.8
PyYAML >=3.12
absl-py >=0.7.0
dtw >=1.3.3
easydict >=1.9.0
matplotlib >=1.5.2
numpy >=1.16.1
opencv-python >=4.1.0.25
scikit-learn >=0.21.2
scipy >=1.2.1
six >=1.12.0
tensorboard >=1.14
tensorflow-gpu >=2.0.0b1

tf3d/requirements.txt pypi

gin-config >=0.4.0
numpy >=1.18.5
shapely >=1.7.1
tensorflow ==2.3.0
tensorflow-probability >=0.11.1
tensorflow_datasets >=4.1.0

tf_trees/requirements.txt pypi

numpy >=1.16.2

tft/requirements.txt pypi

numpy >=1.17.4
pandas >=0.25.3
patool >=1.12
pyunpack >=0.1.2
scikit-learn >=0.22
tensorflow-probability >=0.8.0
wget >=3.2

tiny_video_nets/requirements.txt pypi

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

towards_gan_benchmarks/requirements.txt pypi

absl-py >=0.7.0
numpy >=1.15.2
scipy >=1.2.0
tensorflow >=1.10.0,<2.0.0

transformer_modifications/requirements.txt pypi

t5 *

tunas/requirements.txt pypi

absl-py *
numpy >=1.18.4
six >=1.14.0
tensorflow >=2.2.0
tensorflow_datasets >=3.1.0
tensorflow_probability >=0.7.0

uflow/requirements.txt pypi

absl-py >=0.9.0
gin-config >=0.3.0
imageio >=2.8.0
matplotlib >=3.2.1
numpy >=1.18.3
opencv-python >=4.2.0.34
scipy >=1.4.1
six >=1.14.0
tensorboard >=2.1.1
tensorflow >=2.1.0
tensorflow-addons >=0.9.1

uncertainties/requirements.txt pypi

gin-config *
numpy >=1.15.2
scipy >=1.0.0
tensorflow >=1.11.0

unprocessing/requirements.txt pypi

absl-py >=0.1.9
h5py *
numpy *
scipy *

uq_benchmark_2019/requirements.txt pypi

absl-py ==0.7.1
attrs ==19.1.0
h5py ==2.9.0
numpy ==1.16.4
pyyaml >=5.1
scipy ==1.3.0
six ==1.12.0
sklearn *
tf-nightly-gpu *
tfds-nightly *
tfp-nightly *

value_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-gan ==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

value_function_polytope/requirements.txt pypi

numpy >=1.14
tensorflow >=1.12

video_structure/requirements.txt pypi

tensorflow-gpu >=1.15.3,<2.0.0

weak_disentangle/requirements.txt pypi

absl_py ==0.8.0
disentanglement_lib ==1.2
gin ==0.1.006
gin_config ==0.2.1
matplotlib ==3.1.1
numpy ==1.17.2
scipy ==1.3.1
tensorflow ==1.15.0rc2
tensorflow_probability ==0.8.0
tqdm ==4.36.1

wiki_split_bleu_eval/requirements.txt pypi

absl-py >=0.7.1
nltk >=3.4.1
numpy >=1.16.3

wt5/requirements.txt pypi

spacy *
t5 *

yoto/requirements.txt pypi

Ecosyste.ms: Repos

GitLab.com / mingzailao / google-research

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