Pinned Repositories
awesome-deep-neuroevolution
A collection of Deep Neuroevolution resources or evolutionary algorithms applying in Deep Learning (constantly updating)
awesome-rl-nlp
Curated Reinforcement Learning Resources for Natural Language Processing
course-nlp
A Code-First Introduction to NLP course
detr
End-to-End Object Detection with Transformers
differential-privacy
Google's differential privacy library.
dm_control
DeepMind's software stack for physics-based simulation and Reinforcement Learning environments, using MuJoCo.
Lyme-Disease-classification-using-Inception-V3
Reinforcement-Learning-1
Learn Deep Reinforcement Learning in 60 days! Lectures & Code in Python. Reinforcement Learning + Deep Learning
the-incredible-pytorch
The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.
tokneizer_training_sentencepiece
StephennFernandes's Repositories
StephennFernandes/attention-mechanisms
Implementations for a family of attention mechanisms, suitable for all kinds of natural language processing tasks and compatible with TensorFlow 2.0 and Keras.
StephennFernandes/Awesome-Diffusion-Models
A collection of resources and papers on Diffusion Models and Score-based Models, a darkhorse in the field of Generative Models
StephennFernandes/awesome-dl-projects
This is a collection of the code that accompanies the reports in The Gallery by Weights & Biases.
StephennFernandes/Awesome-Vision-Attentions
Summary of related papers on visual attention. Related code will be released based on Jittor gradually.
StephennFernandes/bert-models
StephennFernandes/bertviz
Tool for visualizing attention in the Transformer model (BERT, GPT-2, Albert, XLNet, RoBERTa, CTRL, etc.)
StephennFernandes/buggy-lightning-tpu-transformer
Repository created to show LIghtning devs the buggy Transformer TPU code
StephennFernandes/Deep-reinforcement-learning-with-pytorch
PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....
StephennFernandes/fastai_xla_extensions
A Python package to allow fastai to run on TPUs using Pytorch-XLA
StephennFernandes/HybridNets
HybridNets: End-to-End Perception Network
StephennFernandes/Megatron-LM
Ongoing research training transformer language models at scale, including: BERT & GPT-2
StephennFernandes/mesh-transformer-jax
Model parallel transformers in JAX and Haiku
StephennFernandes/nmt-transformer
Reproduction of the 2017 Transformer paper
StephennFernandes/PaintTransformer
PyTorch implementation of paper: Paint Transformer: Feed Forward Neural Painting with Stroke Prediction, ICCV 2021.
StephennFernandes/PPO-PyTorch
Minimal implementation of clipped objective Proximal Policy Optimization (PPO) in PyTorch
StephennFernandes/PyTorch-Distributed-Training
Example of PyTorch DistributedDataParallel
StephennFernandes/Pytorch-Dumps
StephennFernandes/PyTorch-Elmo-BiLSTMCRF
PyTorch BiLSTMCRF w Elmo
StephennFernandes/pytorch-image-models
PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more
StephennFernandes/SelfSupervisedLearning_PyTorch
PyTorch Implementation of Self-Supervised Learning models
StephennFernandes/system-design-primer
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
StephennFernandes/taming-transformers
StephennFernandes/Transformers-Tutorials
This repository contains demos I made with the Transformers library by HuggingFace.
StephennFernandes/Transformers_from_scratch_lightning
Transformers for seq translation task implemented from scratch with Pytorch Lightning
StephennFernandes/triton
Development repository for the Triton language and compiler
StephennFernandes/tutorials
PyTorch tutorials.
StephennFernandes/Various-Attention-mechanisms
This repository contain various types of attention mechanism like Bahdanau , Soft attention , Additive Attention , Hierarchical Attention etc in Pytorch, Tensorflow, Keras
StephennFernandes/ViT-FL-main
StephennFernandes/vit-pytorch
Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch
StephennFernandes/voice_datasets
🔊 A comprehensive list of open-source datasets for voice and sound computing (95+ datasets).