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distributed_tensorflow

distributed TensorFlow deep nets

efficient_densenet_pytorch

A memory-efficient implementation of DenseNets

einops

Deep learning operations reinvented (for pytorch, tensorflow, chainer, gluon and others)

entity_matching

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

expertsystem

fbctf

Platform to host Capture the Flag competitions

ganhacks

starter from "How to Train a GAN?" at NIPS2016

gat

Graph Attention Networks (https://arxiv.org/abs/1710.10903)

gensim

Topic Modelling for Humans

geossl

GeoSSL: Molecular Geometry Pretraining with SE(3)-Invariant Denoising Distance Matching, ICLR'23 (https://openreview.net/forum?id=CjTHVo1dvR)

grammarvae

Code for the "Grammar Variational Autoencoder" https://arxiv.org/abs/1703.01925

graph-generation

GraphRNN: Generating Realistic Graphs with Deep Auto-regressive Models

graphmvp

Pre-training Molecular Graph Representation with 3D Geometry, ICLR'22 (https://openreview.net/forum?id=xQUe1pOKPam)

graphormer

This is the official implementation for "Do Transformers Really Perform Bad for Graph Representation?".

hdu

This is all about the ACM/ICPC programs on HUD.

imagenet

Pytorch Imagenet Models Example + Transfer Learning (and fine-tuning)

imagenet-fast

jabranham.github.io

My personal website

jansel.github.io

Jason Ansel's personal website

jstsp2015

This is the code associated to the 2015 submission to JSTSP

kaggle

All about Kaggle

keras

Deep Learning library for Python. Convnets, recurrent neural networks, and more. Runs on TensorFlow or Theano.

keras-molecules

Autoencoder network for learning a continuous representation of molecular structures.

keras-rl

Deep Reinforcement Learning for Keras.

kv-plm

Source code for "A Deep-learning System Bridging Molecule Structure and Biomedical Text with Comprehension Comparable to Human Professionals"

lasagne

Lightweight library to build and train neural networks in Theano

loss-balanced-task-weighting

Loss-Balanced Task Weighting to Reduce Negative Transfer in Multi-Task Learning, AAAI-SA'19

lsc

Large-scale comparison of machine learning methods for drug target prediction on ChEMBL

machine-learning-homework