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GitHub / Mattdl / CLsurvey

Continual Hyperparameter Selection Framework. Compares 11 state-of-the-art Lifelong Learning methods and 4 baselines. Official Codebase of "A continual learning survey: Defying forgetting in classification tasks." in IEEE TPAMI.

JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Mattdl%2FCLsurvey

Stars: 187
Forks: 24
Open Issues: 4

License: other
Language: Python
Repo Size: 165 KB
Dependencies: 267

Created: about 4 years ago
Updated: about 2 months ago
Last pushed: about 3 years ago
Last synced: about 2 months ago

Topics: classification-tasks, continual-learning, deep-learning, defy-forgetting, elastic-weight-consolidation, framework, gradient-episodic-memory, hat, hyperparameter-tuning, icarl, inaturalist, incremental-learning, incremental-moment-matching, memory-aware-synapses, neural-networks, packnet, synaptic-intelligence, tinyimagenet, tpami

Files

Readme

Dependencies

requirements.txt pypi

blas =1.0=mkl
ca-certificates =2020.6.20=hecda079_0
certifi =2020.6.20=py37hc8dfbb8_0
chardet =3.0.4=pypi_0
cudatoolkit =10.2.89=hfd86e86_1
cycler =0.10.0=py_2
freetype =2.10.2=h5ab3b9f_0
future =0.18.2=pypi_0
idna =2.10=pypi_0
intel-openmp =2020.2=254
jpeg =9b=h024ee3a_2
jsonpatch =1.26=pypi_0
jsonpointer =2.0=pypi_0
kiwisolver =1.2.0=py37h99015e2_0
lcms2 =2.11=h396b838_0
ld_impl_linux-64 =2.33.1=h53a641e_7
libedit =3.1.20191231=h14c3975_1
libffi =3.3=he6710b0_2
libgcc-ng =9.1.0=hdf63c60_0
libpng =1.6.37=hbc83047_0
libstdcxx-ng =9.1.0=hdf63c60_0
libtiff =4.1.0=h2733197_1
lz4-c =1.9.2=he6710b0_1
matplotlib =3.3.1=1
matplotlib-base =3.3.1=py37hd478181_1
mkl =2020.2=256
mkl-service =2.3.0=py37he904b0f_0
mkl_fft =1.1.0=py37h23d657b_0
mkl_random =1.1.1=py37h0573a6f_0
ncurses =6.2=he6710b0_1
ninja =1.10.1=py37hfd86e86_0
numpy =1.19.1=py37hbc911f0_0
numpy-base =1.19.1=py37hfa32c7d_0
olefile =0.46=py37_0
openssl =1.1.1g=h516909a_1
pillow =7.2.0=py37hb39fc2d_0
pip =20.2.2=py37_0
pyparsing =2.4.7=pyh9f0ad1d_0
python =3.7.9=h7579374_0
python-dateutil =2.8.1=py_0
python_abi =3.7=1_cp37m
pytorch =1.6.0=py3.7_cuda10.2.89_cudnn7.6.5_0
pyzmq =19.0.2=pypi_0
quadprog =0.1.6=py37_0
readline =8.0=h7b6447c_0
requests =2.24.0=pypi_0
scipy =1.5.2=pypi_0
setuptools =49.6.0=py37_0
six =1.15.0=py_0
sqlite =3.33.0=h62c20be_0
tk =8.6.10=hbc83047_0
torchfile =0.1.0=pypi_0
torchnet =0.0.5.1=pypi_0
torchvision =0.7.0=py37_cu102
tornado =6.0.4=py37h8f50634_1
tqdm =4.48.2=pyh9f0ad1d_0
urllib3 =1.25.10=pypi_0
visdom =0.1.8.9=pypi_0
websocket-client =0.57.0=pypi_0
wheel =0.35.1=py_0
xz =5.2.5=h7b6447c_0
zlib =1.2.11=h7b6447c_3
zstd =1.4.5=h9ceee32_0

src/methods/HAT/requirements.txt pypi

alabaster =0.7.10=py36_0
anaconda =custom=py36_0
anaconda-client =1.6.3=py36_0
anaconda-navigator =1.6.2=py36_0
anaconda-project =0.6.0=py36_0
asn1crypto =0.22.0=py36_0
astroid =1.4.9=py36_0
astropy =2.0.1=np113py36_0
babel =2.4.0=py36_0
backports =1.0=py36_0
beautifulsoup4 =4.6.0=py36_0
bitarray =0.8.1=py36_0
blaze =0.10.1=py36_0
bleach =1.5.0=py36_0
bokeh =0.12.5=py36_1
boto =2.46.1=py36_0
bottleneck =1.2.1=np113py36_0
cairo =1.14.8=0
certifi =2016.2.28=py36_0
cffi =1.10.0=py36_0
chardet =3.0.3=py36_0
click =6.7=py36_0
cloudpickle =0.2.2=py36_0
clyent =1.2.2=py36_0
colorama =0.3.9=py36_0
contextlib2 =0.5.5=py36_0
cryptography =1.8.1=py36_0
cuda80 =1.0=0
curl =7.52.1=0
cycler =0.10.0=py36_0
cython =0.25.2=py36_0
cytoolz =0.8.2=py36_0
dask =0.14.3=py36_1
datashape =0.5.4=py36_0
dbus =1.10.10=0
decorator =4.0.11=py36_0
distributed =1.16.3=py36_0
docutils =0.13.1=py36_0
entrypoints =0.2.2=py36_1
et_xmlfile =1.0.1=py36_0
expat =2.1.0=0
fastcache =1.0.2=py36_1
flask =0.12.2=py36_0
flask-cors =3.0.2=py36_0
fontconfig =2.12.1=3
freetype =2.5.5=2
get_terminal_size =1.0.0=py36_0
gevent =1.2.1=py36_0
glib =2.50.2=1
greenlet =0.4.12=py36_0
gst-plugins-base =1.8.0=0
gstreamer =1.8.0=0
h5py =2.7.0=np113py36_0
harfbuzz =0.9.39=2
hdf5 =1.8.17=1
heapdict =1.0.0=py36_1
html5lib =0.999=py36_0
icu =54.1=0
idna =2.5=py36_0
imagesize =0.7.1=py36_0
ipykernel =4.6.1=py36_0
ipython =6.1.0=py36_0
ipython_genutils =0.2.0=py36_0
ipywidgets =6.0.0=py36_0
isort =4.2.5=py36_0
itsdangerous =0.24=py36_0
jbig =2.1=0
jdcal =1.3=py36_0
jedi =0.10.2=py36_2
jinja2 =2.9.6=py36_0
jpeg =9b=0
jsonschema =2.6.0=py36_0
jupyter =1.0.0=py36_3
jupyter_client =5.0.1=py36_0
jupyter_console =5.1.0=py36_0
jupyter_core =4.3.0=py36_0
lazy-object-proxy =1.2.2=py36_0
libffi =3.2.1=1
libgcc =4.8.5=2
libgfortran =3.0.0=1
libiconv =1.14=0
libpng =1.6.27=0
libsodium =1.0.10=0
libtiff =4.0.6=3
libtool =2.4.2=0
libxcb =1.12=1
libxml2 =2.9.4=0
libxslt =1.1.29=0
llvmlite =0.19.0=py36_0
locket =0.2.0=py36_1
lxml =3.7.3=py36_0
markupsafe =0.23=py36_2
matplotlib =2.0.2=np113py36_0
mistune =0.7.4=py36_0
mkl =2017.0.1=0
mkl-service =1.1.2=py36_3
mpmath =0.19=py36_1
msgpack-python =0.4.8=py36_0
multipledispatch =0.4.9=py36_0
navigator-updater =0.1.0=py36_0
nbconvert =5.1.1=py36_0
nbformat =4.3.0=py36_0
networkx =1.11=py36_0
nltk =3.2.3=py36_0
nose =1.3.7=py36_1
notebook =5.0.0=py36_0
numba =0.34.0=np113py36_0
numexpr =2.6.2=np113py36_0
numpy =1.13.1=py36_0
numpydoc =0.6.0=py36_0
odo =0.5.0=py36_1
olefile =0.44=py36_0
openpyxl =2.4.7=py36_0
openssl =1.0.2l=0
packaging =16.8=py36_0
pandas =0.20.3=py36_0
pandocfilters =1.4.1=py36_0
pango =1.40.3=1
partd =0.3.8=py36_0
path.py =10.3.1=py36_0
pathlib2 =2.2.1=py36_0
patsy =0.4.1=py36_0
pcre =8.39=1
pep8 =1.7.0=py36_0
pexpect =4.2.1=py36_0
pickleshare =0.7.4=py36_0
pillow =4.1.1=py36_0
pip =9.0.1=py36_1
pixman =0.34.0=0
ply =3.10=py36_0
prompt_toolkit =1.0.14=py36_0
psutil =5.2.2=py36_0
ptyprocess =0.5.1=py36_0
py =1.4.33=py36_0
pycosat =0.6.2=py36_0
pycparser =2.17=py36_0
pycrypto =2.6.1=py36_6
pycurl =7.43.0=py36_2
pyflakes =1.5.0=py36_0
pygments =2.2.0=py36_0
pylint =1.6.4=py36_1
pyodbc =4.0.16=py36_0
pyopenssl =17.0.0=py36_0
pyparsing =2.1.4=py36_0
pyqt =5.6.0=py36_2
pytables =3.4.2=np113py36_0
pytest =3.0.7=py36_0
python =3.6.1=2
python-dateutil =2.6.0=py36_0
pytorch =0.2.0=py36h53baedd_4cu80
pytz =2017.2=py36_0
pywavelets =0.5.2=np113py36_0
pyyaml =3.12=py36_0
pyzmq =16.0.2=py36_0
qt =5.6.2=4
qtawesome =0.4.4=py36_0
qtconsole =4.3.0=py36_0
qtpy =1.2.1=py36_0
readline =6.2=2
requests =2.14.2=py36_0
rope =0.9.4=py36_1
ruamel_yaml =0.11.14=py36_1
scikit-image =0.13.0=np113py36_0
scikit-learn =0.19.0=np113py36_0
scipy =0.19.1=np113py36_0
seaborn =0.8=py36_0
setuptools =27.2.0=py36_0
simplegeneric =0.8.1=py36_1
singledispatch =3.4.0.3=py36_0
sip =4.18=py36_0
six =1.10.0=py36_0
snowballstemmer =1.2.1=py36_0
sortedcollections =0.5.3=py36_0
sortedcontainers =1.5.7=py36_0
sphinx =1.5.6=py36_0
spyder =3.1.4=py36_0
sqlalchemy =1.1.9=py36_0
sqlite =3.13.0=0
statsmodels =0.8.0=np113py36_0
sympy =1.0=py36_0
tblib =1.3.2=py36_0
terminado =0.6=py36_0
testpath =0.3=py36_0
tk =8.5.18=0
toolz =0.8.2=py36_0
torchvision =0.1.9=py36h7584368_1
tornado =4.5.1=py36_0
tqdm =4.15.0=py36_0
traitlets =4.3.2=py36_0
unicodecsv =0.14.1=py36_0
unixodbc =2.3.4=0
wcwidth =0.1.7=py36_0
werkzeug =0.12.2=py36_0
wheel =0.29.0=py36_0
widgetsnbextension =2.0.0=py36_0
wrapt =1.10.10=py36_0
xlrd =1.0.0=py36_0
xlsxwriter =0.9.6=py36_0
xlwt =1.2.0=py36_0
xz =5.2.2=1
yaml =0.1.6=0
zeromq =4.1.5=0
zict =0.1.2=py36_0
zlib =1.2.8=3