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GitHub / primeqa / primeqa

The prime repository for state-of-the-art Multilingual Question Answering research and development.

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

Stars: 705
Forks: 58
Open Issues: 23

License: apache-2.0
Language: Python
Repo Size: 50.9 MB
Dependencies: 353

Created: almost 2 years ago
Updated: 6 days ago
Last pushed: 22 days ago
Last synced: 4 days ago

Commit Stats

Commits: 2148
Authors: 69
Mean commits per author: 31.13
Development Distribution Score: 0.851
More commit stats: https://commits.ecosyste.ms/hosts/GitHub/repositories/primeqa/primeqa

Topics: ai, bert, dpr, ibm, ibm-research-ai, language-model, machine-learning, natural-language-processing, neural-information-retrieval, neural-search, nlp, python, pytorch, question-answering, semantic-search, squad, transfer-learning

Files

Readme

Dependencies

.github/workflows/primeqa-ci.yml actions

actions/checkout v3 composite
actions/setup-python v3 composite

.github/workflows/sphinx-doc-build.yml actions

actions/checkout v3 composite
actions/setup-python v3 composite
actions/upload-artifact v3 composite
peaceiris/actions-gh-pages v3 composite

docs/Dockerfile docker

alpine latest build
python 3.9-slim build
scratch latest build

extensions/ir_benchmarking/Dockerfile docker

nvidia/cuda 12.0.0-base-ubuntu22.04 build

docs/requirements.txt pypi

bitarray ==2.3.7
cupy-cuda113 ==10.4.0
datasets ==2.0.0
faiss-cpu ==1.7.2
faiss-gpu ==1.7.2
furo ==2021.11.16
gitpython ==3.1.27
ipython *
joblib ==1.1.0
jupyter *
jupyter-client *
jupyter-core *
jupyterlab *
jupyterlab-pygments *
jupyterlab-widgets *
markdown *
markdown-it-py *
myst-parser ==0.17.2
nbsphinx *
numpy ==1.21.6
packaging ==21.3
pandas ==1.3.5
primeqa ==0.8.0
psutil ==5.9.0
pyarrow ==8.0.0
pydata-sphinx-theme ==0.9.0
pyserini ==0.16.1
python-dev-tools *
recommonmark *
scikit-learn *
scipy ==1.8.1
setuptools *
spacy ==3.2.4
spacy-legacy ==3.0.9
spacy-loggers ==1.0.3
sphinx *
sphinx ==4.4.0
sphinx-design *
sphinxcontrib-applehelp ==1.0.2
sphinxcontrib-devhelp ==1.0.2
sphinxcontrib-htmlhelp ==2.0.0
sphinxcontrib-jsmath ==1.0.1
sphinxcontrib-qthelp ==1.0.3
sphinxcontrib-serializinghtml ==1.1.5
stanza ==1.4.0
torch ==1.11.0
tqdm ==4.64.0
transformers ==4.17.0
ujson ==5.1.0
wheel ==0.37.1

extensions/ir_benchmarking/setup.py pypi

extensions/udapdr/requirements.txt pypi

aiofiles =22.1.0=pypi_0
aiohttp =3.8.4=pypi_0
aiosignal =1.3.1=pypi_0
aiosqlite =0.18.0=pypi_0
anyio =3.6.2=pypi_0
argon2-cffi =21.3.0=pypi_0
argon2-cffi-bindings =21.2.0=pypi_0
arrow =1.2.3=pypi_0
asttokens =2.2.1=pypi_0
async-timeout =4.0.2=pypi_0
attrs =22.2.0=pypi_0
babel =2.11.0=pypi_0
backcall =0.2.0=pypi_0
backoff =2.2.1=pypi_0
beautifulsoup4 =4.11.2=pypi_0
beir =1.0.1=pypi_0
binutils_impl_linux-64 =2.36.1=h193b22a_2
bitarray =2.7.2=pypi_0
blas =1.0=mkl
bleach =6.0.0=pypi_0
blis =0.7.9=pypi_0
brotlipy =0.7.0=py38h0a891b7_1005
bzip2 =1.0.8=h7f98852_4
ca-certificates =2022.12.7=ha878542_0
catalogue =2.0.8=pypi_0
certifi =2022.12.7=pyhd8ed1ab_0
cffi =1.15.1=py38h4a40e3a_3
charset-normalizer =2.1.1=pyhd8ed1ab_0
click =8.1.3=pypi_0
comm =0.1.2=pypi_0
confection =0.0.4=pypi_0
cryptography =39.0.1=py38h3d167d9_0
cuda =11.7.1=0
cuda-cccl =11.7.91=0
cuda-command-line-tools =11.7.1=0
cuda-compiler =11.7.1=0
cuda-cudart =11.7.99=0
cuda-cudart-dev =11.7.99=0
cuda-cuobjdump =11.7.91=0
cuda-cupti =11.7.101=0
cuda-cuxxfilt =11.7.91=0
cuda-demo-suite =12.0.140=0
cuda-documentation =12.0.140=0
cuda-driver-dev =11.7.99=0
cuda-gdb =12.0.140=0
cuda-libraries =11.7.1=0
cuda-libraries-dev =11.7.1=0
cuda-memcheck =11.8.86=0
cuda-nsight =12.0.140=0
cuda-nsight-compute =12.0.1=0
cuda-nvcc =11.7.99=0
cuda-nvdisasm =12.0.140=0
cuda-nvml-dev =11.7.91=0
cuda-nvprof =12.0.146=0
cuda-nvprune =11.7.91=0
cuda-nvrtc =11.7.99=0
cuda-nvrtc-dev =11.7.99=0
cuda-nvtx =11.7.91=0
cuda-nvvp =12.0.146=0
cuda-runtime =11.7.1=0
cuda-sanitizer-api =12.0.140=0
cuda-toolkit =11.7.1=0
cuda-tools =11.7.1=0
cuda-visual-tools =11.7.1=0
cudatoolkit =11.3.1=ha36c431_9
cymem =2.0.7=pypi_0
datasets =2.9.0=pypi_0
debugpy =1.6.6=pypi_0
decorator =5.1.1=pypi_0
defusedxml =0.7.1=pypi_0
dill =0.3.6=pypi_0
dsp-ml =0.1.4=pypi_0
elasticsearch =7.9.1=pypi_0
executing =1.2.0=pypi_0
faiss-cpu =1.7.3=pypi_0
faiss-gpu =1.7.3=py3.8_h28a55e0_0_cuda11.3
fastjsonschema =2.16.2=pypi_0
ffmpeg =4.3=hf484d3e_0
filelock =3.9.0=pypi_0
fqdn =1.5.1=pypi_0
freetype =2.12.1=hca18f0e_1
frozenlist =1.3.3=pypi_0
fsspec =2023.1.0=pypi_0
gcc =9.4.0=h192d537_10
gcc_impl_linux-64 =9.4.0=h03d3576_16
gds-tools =1.5.1.14=0
gitdb =4.0.10=pypi_0
gitpython =3.1.30=pypi_0
gmp =6.2.1=h58526e2_0
gnutls =3.6.13=h85f3911_1
gxx =9.4.0=h192d537_10
gxx_impl_linux-64 =9.4.0=h03d3576_16
huggingface-hub =0.12.0=pypi_0
icu =70.1=h27087fc_0
idna =3.4=pyhd8ed1ab_0
importlib-metadata =6.0.0=pypi_0
importlib-resources =5.10.2=pypi_0
ipykernel =6.21.2=pypi_0
ipython =8.10.0=pypi_0
ipython-genutils =0.2.0=pypi_0
ipywidgets =8.0.4=pypi_0
isoduration =20.11.0=pypi_0
jedi =0.18.2=pypi_0
jinja2 =3.1.2=pypi_0
joblib =1.2.0=pypi_0
jpeg =9e=h0b41bf4_3
json5 =0.9.11=pypi_0
jsonlines =3.1.0=pypi_0
jsonpointer =2.3=pypi_0
jsonschema =4.17.3=pypi_0
jupyter =1.0.0=pypi_0
jupyter-client =8.0.2=pypi_0
jupyter-console =6.5.1=pypi_0
jupyter-core =5.2.0=pypi_0
jupyter-events =0.5.0=pypi_0
jupyter-server =2.2.1=pypi_0
jupyter-server-fileid =0.6.0=pypi_0
jupyter-server-terminals =0.4.4=pypi_0
jupyter-server-ydoc =0.6.1=pypi_0
jupyter-ydoc =0.2.2=pypi_0
jupyterlab =3.6.1=pypi_0
jupyterlab-pygments =0.2.2=pypi_0
jupyterlab-server =2.19.0=pypi_0
jupyterlab-widgets =3.0.5=pypi_0
kernel-headers_linux-64 =2.6.32=he073ed8_15
lame =3.100=h166bdaf_1003
langcodes =3.3.0=pypi_0
lcms2 =2.14=hfd0df8a_1
ld_impl_linux-64 =2.36.1=hea4e1c9_2
lerc =4.0.0=h27087fc_0
libcublas =12.0.2.224=0
libcublas-dev =12.0.2.224=0
libcufft =11.0.1.95=0
libcufft-dev =11.0.1.95=0
libcufile =1.5.1.14=0
libcufile-dev =1.5.1.14=0
libcurand =10.3.1.124=0
libcurand-dev =10.3.1.124=0
libcusolver =11.4.3.1=0
libcusolver-dev =11.4.3.1=0
libcusparse =12.0.1.140=0
libcusparse-dev =12.0.1.140=0
libdeflate =1.17=h0b41bf4_0
libfaiss =1.7.3=hfc2d529_0_cuda11.3
libffi =3.4.2=h7f98852_5
libgcc-devel_linux-64 =9.4.0=hd854feb_16
libgcc-ng =12.2.0=h65d4601_19
libgomp =12.2.0=h65d4601_19
libhwloc =2.8.0=h32351e8_1
libiconv =1.17=h166bdaf_0
libnpp =12.0.1.104=0
libnpp-dev =12.0.1.104=0
libnsl =2.0.0=h7f98852_0
libnvjpeg =12.0.1.102=0
libnvjpeg-dev =12.0.1.102=0
libpng =1.6.39=h753d276_0
libsanitizer =9.4.0=h79bfe98_16
libsqlite =3.40.0=h753d276_0
libstdcxx-devel_linux-64 =9.4.0=hd854feb_16
libstdcxx-ng =12.2.0=h46fd767_19
libtiff =4.5.0=h6adf6a1_2
libuuid =2.32.1=h7f98852_1000
libwebp-base =1.2.4=h166bdaf_0
libxcb =1.13=h7f98852_1004
libxml2 =2.10.3=h7463322_0
libzlib =1.2.13=h166bdaf_4
llvm-openmp =15.0.7=h0cdce71_0
markupsafe =2.1.2=pypi_0
matplotlib-inline =0.1.6=pypi_0
mistune =2.0.5=pypi_0
mkl =2021.4.0=h8d4b97c_729
mkl-service =2.4.0=py38h95df7f1_0
mkl_fft =1.3.1=py38h8666266_1
mkl_random =1.2.2=py38h1abd341_0
multidict =6.0.4=pypi_0
multiprocess =0.70.14=pypi_0
murmurhash =1.0.9=pypi_0
nbclassic =0.5.1=pypi_0
nbclient =0.7.2=pypi_0
nbconvert =7.2.9=pypi_0
nbformat =5.7.3=pypi_0
ncurses =6.3=h27087fc_1
nest-asyncio =1.5.6=pypi_0
nettle =3.6=he412f7d_0
ninja =1.11.1=pypi_0
nltk =3.8.1=pypi_0
notebook =6.5.2=pypi_0
notebook-shim =0.2.2=pypi_0
nsight-compute =2022.4.1.6=0
numpy =1.23.5=py38h14f4228_0
numpy-base =1.23.5=py38h31eccc5_0
openai =0.26.5=pypi_0
openh264 =2.1.1=h780b84a_0
openjpeg =2.5.0=hfec8fc6_2
openssl =3.0.8=h0b41bf4_0
packaging =23.0=pypi_0
pandas =1.5.3=pypi_0
pandocfilters =1.5.0=pypi_0
parso =0.8.3=pypi_0
pathy =0.10.1=pypi_0
pexpect =4.8.0=pypi_0
pickleshare =0.7.5=pypi_0
pillow =9.4.0=py38hde6dc18_1
pip =21.0.1=pyhd8ed1ab_0
pkgutil-resolve-name =1.3.10=pypi_0
platformdirs =3.0.0=pypi_0
preshed =3.0.8=pypi_0
prometheus-client =0.16.0=pypi_0
prompt-toolkit =3.0.36=pypi_0
protobuf =4.21.12=pypi_0
psutil =5.9.4=pypi_0
pthread-stubs =0.4=h36c2ea0_1001
ptyprocess =0.7.0=pypi_0
pure-eval =0.2.2=pypi_0
pyarrow =11.0.0=pypi_0
pycparser =2.21=pyhd8ed1ab_0
pydantic =1.10.4=pypi_0
pygments =2.14.0=pypi_0
pyopenssl =23.0.0=pyhd8ed1ab_0
pyrsistent =0.19.3=pypi_0
pysocks =1.7.1=pyha2e5f31_6
python =3.8.16=he550d4f_1_cpython
python-dateutil =2.8.2=pypi_0
python-json-logger =2.0.5=pypi_0
python_abi =3.8=3_cp38
pytorch =1.13.1=py3.8_cuda11.7_cudnn8.5.0_0
pytorch-cuda =11.7=h67b0de4_0
pytorch-mutex =1.0=cuda
pytrec-eval =0.5=pypi_0
pytz =2022.7.1=pypi_0
pyyaml =6.0=pypi_0
pyzmq =25.0.0=pypi_0
qtconsole =5.4.0=pypi_0
qtpy =2.3.0=pypi_0
readline =8.1.2=h0f457ee_0
regex =2022.10.31=pypi_0
requests =2.28.2=pyhd8ed1ab_0
responses =0.18.0=pypi_0
rfc3339-validator =0.1.4=pypi_0
rfc3986-validator =0.1.1=pypi_0
scikit-learn =1.2.1=pypi_0
scipy =1.10.0=pypi_0
send2trash =1.8.0=pypi_0
sentence-transformers =2.2.2=pypi_0
sentencepiece =0.1.97=pypi_0
setuptools =67.1.0=pyhd8ed1ab_0
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sniffio =1.3.0=pypi_0
soupsieve =2.3.2.post1=pypi_0
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spacy-loggers =1.0.4=pypi_0
srsly =2.4.5=pypi_0
stack-data =0.6.2=pypi_0
sysroot_linux-64 =2.12=he073ed8_15
tbb =2021.7.0=h924138e_1
terminado =0.17.1=pypi_0
thinc =8.1.7=pypi_0
threadpoolctl =3.1.0=pypi_0
tinycss2 =1.2.1=pypi_0
tk =8.6.12=h27826a3_0
tokenizers =0.13.2=pypi_0
tomli =2.0.1=pypi_0
torchaudio =0.13.1=py38_cu117
torchvision =0.14.1=py38_cu117
tornado =6.2=pypi_0
tqdm =4.64.1=pypi_0
traitlets =5.9.0=pypi_0
transformers =4.26.1=pypi_0
typer =0.7.0=pypi_0
typing_extensions =4.4.0=pyha770c72_0
ujson =5.7.0=pypi_0
uri-template =1.2.0=pypi_0
urllib3 =1.26.14=pyhd8ed1ab_0
wasabi =1.1.1=pypi_0
wcwidth =0.2.6=pypi_0
webcolors =1.12=pypi_0
webencodings =0.5.1=pypi_0
websocket-client =1.5.1=pypi_0
wheel =0.38.4=pyhd8ed1ab_0
widgetsnbextension =4.0.5=pypi_0
xorg-libxau =1.0.9=h7f98852_0
xorg-libxdmcp =1.1.3=h7f98852_0
xxhash =3.2.0=pypi_0
xz =5.2.6=h166bdaf_0
y-py =0.5.5=pypi_0
yarl =1.8.2=pypi_0
ypy-websocket =0.8.2=pypi_0
zipp =3.13.0=pypi_0
zlib =1.2.13=h166bdaf_4
zstd =1.5.2=h3eb15da_6

primeqa/ir/dense/colbert_top/setup.py pypi

pyproject.toml pypi

setup.py pypi