google-deepmind/deepmind-research | GitHub

Loading...

Readme

Loading...

mmv/requirements.txt pypi

adversarial_robustness/requirements.txt pypi

Keras-Preprocessing ==1.1.2
Markdown ==3.3.4
Pillow ==8.2.0
PyYAML ==5.4.1
Werkzeug ==2.0.1
absl-py ==0.12.0
astunparse ==1.6.3
attrs ==21.2.0
cachetools ==4.2.2
certifi ==2021.5.30
chardet ==4.0.0
chex ==0.0.7
contextlib2 ==21.6.0
dill ==0.3.4
dm-haiku ==0.0.4
dm-tree ==0.1.6
einops ==0.3.0
flatbuffers ==1.12
future ==0.18.2
gast ==0.4.0
google-auth ==1.32.0
google-auth-oauthlib ==0.4.4
google-pasta ==0.2.0
googleapis-common-protos ==1.53.0
grpcio ==1.34.1
h5py ==3.1.0
idna ==2.10
jax ==0.2.16
jaxlib ==0.1.68
jaxline ==0.0.3
keras-nightly ==2.5.0.dev2021032900
ml-collections ==0.1.0
numpy ==1.19.5
oauthlib ==3.1.1
opt-einsum ==3.3.0
optax ==0.0.8
pkg-resources ==0.0.0
promise ==2.3
protobuf ==3.17.3
pyasn1 ==0.4.8
pyasn1-modules ==0.2.8
requests ==2.25.1
requests-oauthlib ==1.3.0
rsa ==4.7.2
scipy ==1.7.0
six ==1.15.0
tabulate ==0.8.9
tensorboard ==2.5.0
tensorboard-data-server ==0.6.1
tensorboard-plugin-wit ==1.8.0
tensorflow ==2.5.0
tensorflow-datasets ==4.3.0
tensorflow-estimator ==2.5.0
tensorflow-metadata ==1.1.0
termcolor ==1.1.0
toolz ==0.11.1
torch ==1.9.0
torchvision ==0.10.0
tqdm ==4.61.1
typing-extensions ==3.7.4.3
urllib3 ==1.26.6
wrapt ==1.12.1

affordances_theory/requirements.txt pypi

matplotlib ==3.1.2
numpy ==1.17.5
tensorflow ==2.1.0
tensorflow_probability =0.7.0

alphafold_casp13/requirements.txt pypi

absl-py ==0.8.1
dm-sonnet ==1.35
numpy ==1.16
setuptools ==41.0.0
six ==1.12
tensorflow ==1.14
tensorflow-probability ==0.7.0

avae/requirements.txt pypi

absl-py >0.9
dill ==0.3.2
dm-haiku *
jax *
optax *
tensorflow *
tensorflow_datasets *

byol/requirements.txt pypi

byol/setup.py pypi

counterfactual_fairness/requirements.txt pypi

absl-py >=0.12.0
dm-haiku >=0.0.4
jaxlib >=0.1.67
ml_collections *
numpy >=1.16.4
optax >=0.0.8
pandas *
sklearn *
tensorflow >=2.5.0
tensorflow-datasets >=4.3.0
tensorflow_probability *
wheel *

cs_gan/requirements.txt pypi

Pillow *
absl-py ==0.7.1
dm-sonnet ==1.34
numpy ==1.16.4
tensorflow ==1.15rc2
tensorflow-gan ==2.0.0
tensorflow-probability ==0.7.0

curl/requirements.txt pypi

absl-py ==0.8.0
dm-sonnet ==1.35
gast <0.3
numpy ==1.16.4
scikit-learn ==0.20.4
setuptools >=41.0.0
six ==1.12.0
tensorflow ==1.14.0
tensorflow-datasets ==1.2.0
tensorflow-probability ==0.7.0

density_functional_approximation_dm21/requirements.txt pypi

absl-py ==1.4.0
attrs ==22.2.0
h5py ==3.8.0
numpy ==1.24.1
pyscf ==2.1.1
pytest ==6.2.4
scipy ==1.9.3
tensorflow ==2.11.0
tensorflow-hub ==0.12.0

density_functional_approximation_dm21/requirements_aot_compilation.txt pypi

Keras-Preprocessing ==1.1.2
numpy ==1.24.1
tensorflow-estimator ==2.11.0

enformer/requirements.txt pypi

dm-sonnet ==2.0.0
kipoiseq ==0.5.2
numpy ==1.19.5
pandas ==1.2.3
tensorflow ==2.5.0
tensorflow-hub ==0.11.0

fusion_tcv/requirements.txt pypi

absl-py >=0.13.0
dm-env >=1.5
numpy >=1.21.0
scipy >=1.7.0

galaxy_mergers/requirements.txt pypi

Keras-Preprocessing ==1.1.2
Markdown ==3.3.4
Pillow ==8.1.0
PyYAML ==5.4.1
Werkzeug ==1.0.1
absl-py ==0.11.0
astropy ==4.2
astunparse ==1.6.3
cachetools ==4.2.1
certifi ==2020.12.5
chardet ==4.0.0
cloudpickle ==1.6.0
contextlib2 ==0.6.0.post1
cycler ==0.10.0
decorator ==4.4.2
dm-sonnet ==2.0.0
dm-tree ==0.1.5
flatbuffers ==1.12
gast ==0.3.3
google-auth ==1.27.0
google-auth-oauthlib ==0.4.2
google-pasta ==0.2.0
grpcio ==1.32.0
h5py ==2.10.0
idna ==2.10
kiwisolver ==1.3.1
matplotlib ==3.3.4
ml-collections ==0.1.0
numpy ==1.19.5
oauthlib ==3.1.0
opt-einsum ==3.3.0
pkg-resources ==0.0.0
protobuf ==3.15.3
pyasn1 ==0.4.8
pyasn1-modules ==0.2.8
pyerfa ==1.7.2
pyparsing ==2.4.7
python-dateutil ==2.8.1
requests ==2.25.1
requests-oauthlib ==1.3.0
rsa ==4.7.2
scipy ==1.6.1
six ==1.15.0
tabulate ==0.8.9
tensorboard ==2.4.1
tensorboard-plugin-wit ==1.8.0
tensorflow ==2.4.1
tensorflow-estimator ==2.4.0
tensorflow-probability ==0.12.1
termcolor ==1.1.0
typing-extensions ==3.7.4.3
urllib3 ==1.26.3
wrapt ==1.12.1

gated_linear_networks/requirements.txt pypi

Keras-Preprocessing ==1.1.2
Markdown ==3.2.2
absl-py ==0.10.0
aiohttp ==3.6.2
astunparse ==1.6.3
async-timeout ==3.0.1
attrs ==20.2.0
cachetools ==4.1.1
certifi ==2020.6.20
chardet ==3.0.4
chex ==0.0.2
cloudpickle ==1.6.0
decorator ==4.4.2
dill ==0.3.2
dm-env ==1.2
dm-haiku ==0.0.2
dm-tree ==0.1.5
future ==0.18.2
gast ==0.3.3
google-auth ==1.22.0
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
jax ==0.2.0
jaxlib ==0.1.55
multidict ==4.7.6
numpy ==1.18.5
oauthlib ==3.1.0
opt-einsum ==3.3.0
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
rlax ==0.0.2
rsa ==4.6
scipy ==1.5.2
six ==1.15.0
tensorboard ==2.3.0
tensorboard-plugin-wit ==1.7.0
tensorflow ==2.3.1
tensorflow-datasets ==3.2.1
tensorflow-estimator ==2.3.0
tensorflow-metadata ==0.24.0
tensorflow-probability ==0.11.1
termcolor ==1.1.0
toolz ==0.11.1
tqdm ==4.50.0

glassy_dynamics/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 ==0.8.0
cloudpickle ==1.1.1
contextlib2 ==0.6.0.post1
decorator ==4.4.0
dm-sonnet ==1.35
future ==0.18.0
gast ==0.2.2
google-pasta ==0.1.7
graph-nets ==1.0.4
grpcio ==1.24.1
h5py ==2.10.0
mock ==3.0.5
networkx ==2.3
numpy ==1.17.2
protobuf ==3.10.0
semantic-version ==2.8.2
six ==1.12.0
tensorboard ==1.15.0
tensorflow ==1.15.0
tensorflow-estimator ==1.15.1
tensorflow-probability ==0.7.0
termcolor ==1.1.0
wrapt ==1.11.2

graph_matching_networks/requirements.txt pypi

dm-sonnet ==1.34
matplotlib ==3.1.1
networkx ==2.3
numpy ==1.16.4
six ==1.12
tensorflow ==1.14

hierarchical_transformer_memory/requirements.txt pypi

absl-py *
chex >=0.0.8
dm-env *
dm-haiku >=0.0.5.dev
jax >=0.2.17
numpy *
pycolab *

iodine/requirements.txt pypi

dm-sonnet ==1.35
jupyterlab *
pymongo *
sacred >=0.7,<0.8
seaborn *
shapeguard *
tensorflow-gpu ==1.14.0
tensorflow-probability ==0.7.0

kfac_ferminet_alpha/requirements.txt pypi

absl-py >=0.12.0
dataclasses >=0.6
jax >=0.2.10
networkx >=2.1
numpy >=1.16.4
ordered-set >=4.0.2
typing >=3.7.4.3

learning_to_simulate/requirements.txt pypi

meshgraphnets/requirements.txt pypi

nfnets/requirements.txt pypi

absl-py ==0.10.0
chex >=0.0.2
dill >=0.3.3
dm-haiku >=0.0.3
jax >=0.2.8
jaxlib >=0.1.58
jaxline >=0.0.1
ml_collections >=0.1
numpy >=1.18.0
tensorflow >=2.3.1
tensorflow-addons >=0.12.0
tensorflow-datasets >=4.1.0
tensorflow-probability >=0.12.1
typing_extensions >=3.7
wrapt >=1.11.2

object_attention_for_reasoning/requirements.txt pypi

absl-py ==0.11.0
dm-sonnet ==1.36
numpy ==1.20.1
tensorflow ==1.15.0

ogb_lsc/mag/requirements.txt pypi

absl-py >=0.12.0
annoy >=1.0.3
chex >=0.0.7
dill >=0.3.3
dm-haiku >=0.0.4
dm-tree >=0.1.6
google-cloud-storage *
jaxlib >=0.1.67
ml_collections *
numpy >=1.16.4
ogb >=1.3.1
optax >=0.0.8
scipy >=1.2.1
tensorflow >=2.5.0
tensorflow-datasets >=4.3.0
tqdm >=4.28.1
wheel *

ogb_lsc/pcq/requirements.txt pypi

absl-py >=0.12.0
chex >=0.0.7
dill >=0.3.3
dm-haiku >=0.0.4
dm-tree >=0.1.6
google-cloud-storage *
jaxlib >=0.1.67
ml_collections *
numpy >=1.16.4
ogb >=1.3.1
optax >=0.0.8
rdkit-pypi >=2021.3.2.3
tensorflow >=2.5.0
tensorflow-datasets >=4.3.0
wheel *

option_keyboard/requirements.txt pypi

absl-py *
dm-env ==1.2
dm-sonnet ==1.34
dm-tree *
numpy ==1.16.4
tensorflow ==1.13.2
tensorflow_hub ==0.7.0
tensorflow_probability ==0.6.0
wrapt *

perceiver/requirements.txt pypi

Pillow ==8.3.1
absl-py ==0.13.0
dill ==0.3.4
dm-haiku ==0.0.4
einops ==0.3.0
flatbuffers *
imageio ==2.9.0
immutabledict ==2.0.0
jaxline ==0.0.3
numpy *
opencv-python ==4.5.2.54
opt-einsum ==3.3.0
optax ==0.0.9
scipy ==1.7.0
six *
tabulate ==0.8.9
tensorflow ==2.5.0
tensorflow-addons ==0.13.0
tensorflow-datasets ==4.3.0
tensorflow-probability ==0.13.0

physics_inspired_models/requirements.txt pypi

absl-py ==0.12.0
distrax ==0.0.2
dm-haiku ==0.0.3
dm_hamiltonian_dynamics_suite main
jax ==0.2.20
jaxline ==0.0.3
numpy >=1.16.4
optax ==0.0.6
scikit-learn >=1.0
typing >=3.7.4.3

physics_planning_games/requirements.txt pypi

absl-py ==0.9.0
dm-control ==0.0.403778684
dm-env *
labmaze *
numpy ==1.19.1
requests ==2.24.0

rapid_task_solving/requirements.txt pypi

dm-env >=1.2
dm-haiku >=0.0.3
jax >=0.2.8
matplotlib >=3.1.2
networkx >=2.3
numpy >=1.18.0

rl_unplugged/requirements.txt pypi

Keras-Preprocessing ==1.1.2
Markdown ==3.2.2
Pillow ==7.2.0
PyOpenGL ==3.1.5
Werkzeug ==1.0.1
absl-py ==0.9.0
astunparse ==1.6.3
atari-py ==0.2.6
cachetools ==4.1.1
certifi ==2020.6.20
chardet ==3.0.4
cloudpickle ==1.3.0
decorator ==4.4.2
dm-acme ==0.1.7
dm-control ==0.0.319497192
dm-env ==1.2
dm-reverb-nightly ==0.1.0.dev20200616
dm-sonnet ==2.0.0
dm-tree ==0.1.5
dopamine-rl ==3.1.2
future ==0.18.2
gast ==0.3.3
gin-config ==0.3.0
glfw ==1.11.2
google-auth ==1.18.0
google-auth-oauthlib ==0.4.1
google-pasta ==0.2.0
grpcio ==1.30.0
gym ==0.17.2
h5py ==2.10.0
idna ==2.10
lxml ==4.5.1
numpy ==1.19.0
oauthlib ==3.1.0
opencv-python ==4.3.0.36
opt-einsum ==3.2.1
pkg-resources ==0.0.0
portpicker ==1.3.1
protobuf ==3.12.2
pyasn1 ==0.4.8
pyasn1-modules ==0.2.8
pyglet ==1.5.0
pyparsing ==2.4.7
requests ==2.24.0
requests-oauthlib ==1.3.0
rsa ==4.6
scipy ==1.4.1
six ==1.15.0
tabulate ==0.8.7
tb-nightly ==2.3.0a20200706
tensorboard-plugin-wit ==1.7.0
termcolor ==1.1.0
tf-estimator-nightly ==2.4.0.dev2020070701
tf-nightly ==2.3.0.dev20200616
tfp-nightly ==0.11.0.dev20200707
trfl ==1.1.0
urllib3 ==1.25.9
wrapt ==1.12.1

scratchgan/requirements.txt pypi

absl-py ==0.7.1
dm-sonnet ==1.34
numpy ==1.16.4
tensorflow ==1.15
tensorflow-gan ==1.0.0.dev0
tensorflow-gpu ==1.15
tensorflow-hub ==0.6.0
tensorflow-io ==0.8.0
tensorflow-probability ==0.7.0

side_effects_penalties/requirements.txt pypi

Brlapi ==0.7.0
CredentialKit ==0.7
IPy ==1.0
LibAppArmor ==2.13.4
PAM ==0.4.2
Pillow ==7.2.0
PyGObject ==3.36.0
PyJWT ==1.7.1
PyKCS11 ==1.5.8
PyNaCl ==1.4.0
PyYAML ==5.3.1
Pygments ==2.3.1
SecretStorage ==3.1.2
absl-py ==0.10.0
apparmor ==2.13.4
asn1crypto ==0.24.0
attrs ==19.3.0
bcrypt ==3.1.7
beautifulsoup4 ==4.9.1
blinker ==1.4
certifi ==2020.4.5.1
chardet ==3.0.4
chrome-gnome-shell ==0.0.0
cloudpickle ==1.6.0
credentialkit-client ==1
cryptography ==2.8
cupshelpers ==1.0
dbus-python ==1.2.16
decorator ==4.4.2
distro ==1.5.0
distro-info ==0.23
dm-tree ==0.1.5
duplicity ==0.8.12.0
entrypoints ==0.3
enum34 ==1.1.10
evdev ==1.3.0
extras ==1.0.0
fasteners ==0.14.1
fixtures ==3.0.0
future ==0.18.2
gast ==0.4.0
gbulb ==0.6.1
gpg ===1.13.1
hg-evolve ==10.1.0.dev0
html5lib ==1.0.1
httplib2 ==0.18.1
idna ==2.9
iniparse ==0.4
jeepney ==0.4.3
keyring ==18.0.1
keyrings.alt ==3.4.0
linecache2 ==1.0.0
lockfile ==0.12.2
louis ==3.14.0
lxml ==4.5.0
lz4 ==3.0.2
mercurial ==5.5.1
monotonic ==1.5
mox3 ==1.0.0
networkx ==1.8.1
numpy ==1.18.4
oauthlib ==3.1.0
obno ==39
olefile ==0.46
onboard ==1.4.1
pandas ==1.1.3
paramiko ==2.6.0
pbr ==5.4.5
pexpect ==4.6.0
protobuf ==3.11.4
psutil ==5.6.7
pyOpenSSL ==19.1.0
pyasn1 ==0.4.2
pyasn1-modules ==0.2.1
pycairo ==1.16.2
pycrypto ==2.6.1
pycups ==1.9.73
pycurl ==7.43.0.2
pyinotify ==0.9.6
pyparsing ==2.4.7
pysmbc ==1.0.22
python-apt ==2.1.3
python-augeas ==0.5.0
python-dateutil ==2.8.1
python-debian ==0.1.37
python-mimeparse ==1.6.0
python-networkmanager ==2.1
python-pam ==1.8.4
python-xapp ==2.0.1
python-xlib ==0.27
pytz ==2020.1
pyudev ==0.21.0
pyusb ==1.0.2
pyxattr ==0.6.1
pyxdg ==0.26
reboot-enforcer ==0.1
reconfigure ==0.1.81
rekey ==1
requests ==2.23.0
scour ==0.37
setproctitle ==1.1.10
six ==1.15.0
sonnet ==0.1.6
soupsieve ==2.0.1
tensorflow-probability ==0.11.1
testtools ==2.3.0
tinycss ==0.4
tinycss2 ==1.0.2
traceback2 ==1.4.0
ufw ==0.36
unittest2 ==1.1.0
urllib3 ==1.25.9
webencodings ==0.5.1
youtube-dl ==2020.6.16.1

sketchy/requirements.txt pypi

Keras-Applications ==1.0.8
Keras-Preprocessing ==1.1.0
Markdown ==3.1.1
SQLAlchemy ==1.3.12
Werkzeug ==0.16.0
absl-py ==0.9.0
astor ==0.8.1
cachetools ==4.0.0
certifi ==2019.11.28
chardet ==3.0.4
cycler ==0.10.0
gast ==0.2.2
google-auth ==1.10.0
google-auth-oauthlib ==0.4.1
google-pasta ==0.1.8
grpcio ==1.26.0
h5py ==2.10.0
idna ==2.8
kiwisolver ==1.1.0
matplotlib ==3.1.2
numpy ==1.18.1
oauthlib ==3.1.0
opt-einsum ==3.1.0
protobuf ==3.11.2
pyasn1 ==0.4.8
pyasn1-modules ==0.2.7
pyparsing ==2.4.6
python-dateutil ==2.8.1
requests ==2.22.0
requests-oauthlib ==1.3.0
rsa ==4.0
six ==1.13.0
tensorboard ==2.0.2
tensorflow ==2.0.0
tensorflow-estimator ==2.0.1
termcolor ==1.1.0
urllib3 ==1.25.7
wrapt ==1.11.2

synthetic_returns/requirements.txt pypi

dm-haiku >=0.0.3
jax >=0.2.8

tandem_dqn/requirements.txt pypi

Pillow ==7.1.2
SecretStorage ==2.3.1
absl-py ==0.9.0
asn1crypto ==0.24.0
atari-py ==0.2.6
chex ==0.0.2
cloudpickle ==1.2.2
cryptography ==2.1.4
dataclasses ==0.7
dm-env ==1.2
dm-tree ==0.1.5
future ==0.18.2
gym ==0.13.1
idna ==2.6
jax ==0.1.72
jaxlib ==0.1.50
keyring ==10.6.0
keyrings.alt ==3.0
numpy ==1.18.0
opencv-python ==4.2.0.34
opt-einsum ==3.2.1
optax ==0.0.1
pycrypto ==2.6.1
python-snappy ==0.6
pyxdg ==0.25
six ==1.15.0
toolz ==0.11.1

transporter/requirements.txt pypi

Keras-Applications ==1.0.7
Keras-Preprocessing ==1.0.9
Markdown ==3.1
Werkzeug ==0.15.4
absl-py ==0.7.1
astor ==0.7.1
contextlib2 ==0.5.5
dm-sonnet ==1.32
gast ==0.2.2
grpcio ==1.20.1
h5py ==2.9.0
mock ==3.0.5
numpy ==1.16.3
protobuf ==3.7.1
semantic-version ==2.6.0
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
wrapt ==1.11.1

tvt/requirements.txt pypi

absl-py *
dm-sonnet ==1.34
numpy *
pycolab *
six *
tensorflow ==1.13.2
tensorflow-probability ==0.6.0
trfl *

unrestricted_advx/requirements.txt pypi

absl-py >=0.7.0
numpy >=1.16.4
tensorflow >=1.14
tensorflow-hub >=0.5.0

unsupervised_adversarial_training/requirements.txt pypi

absl-py >=0.7.0
cleverhans >=3.0.1,<=3.1.0
numpy >=1.16.4
pillow >=4.3.0
tensorflow >=1.15,<2
tensorflow-hub >=0.5.0

wikigraphs/requirements.txt pypi

absl-py ==0.10.0
dm-haiku *
jax >=0.2.13
jraph *
nltk >=3.6.2
numpy >=1.19.5
optax >=0.0.6
scikit-learn >=0.24.2

box_arrangement/setup.py pypi

catch_carry/setup.py pypi

density_functional_approximation_dm21/setup.py pypi

geomancer/setup.py pypi

hierarchical_probabilistic_unet/setup.py pypi

kfac_ferminet_alpha/setup.py pypi

physics_inspired_models/setup.py pypi

polygen/setup.py pypi

wikigraphs/setup.py pypi

Ecosyste.ms: Repos

GitHub / google-deepmind / deepmind-research

Commit Stats

Files

Dependencies