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Forestwood's Projects

adain-style icon adain-style

Arbitrary Style Transfer in Real-time with Adaptive Instance Normalization

addons icon addons

Useful extra functionality for TensorFlow 2.x maintained by SIG-addons

airflow icon airflow

Apache Airflow - A platform to programmatically author, schedule, and monitor workflows

annotated_deep_learning_paper_implementations icon annotated_deep_learning_paper_implementations

🧑‍🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

archai icon archai

Reproducible Rapid Research for Neural Architecture Search (NAS)

attentiondeepmil icon attentiondeepmil

Implementation of Attention-based Deep Multiple Instance Learning in PyTorch

awesome-pytorch-list icon awesome-pytorch-list

A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.

bitcoin icon bitcoin

Bitcoin Core integration/staging tree

clip icon clip

Contrastive Language-Image Pretraining

clipbert icon clipbert

[CVPR 2021 Best Paper Nominee, Oral] Official PyTorch code for ClipBERT, an efficient framework for end-to-end learning for image-text and video-text tasks.

context_attentive_ir icon context_attentive_ir

Official implementation of our ICLR 2018 and SIGIR 2019 papers on Context-aware Neural Information Retrieval

ctr icon ctr

Collaborative modeling for recommendation. Implements variational inference for a collaborative topic models. These models recommend items to users based on item content and other users' ratings.

cyclegan icon cyclegan

Software that can generate photos from paintings, turn horses into zebras, perform style transfer, and more.

d2l-en icon d2l-en

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 200 universities.

darknet icon darknet

YOLOv4 - Neural Networks for Object Detection (Windows and Linux version of Darknet )

deep_sort icon deep_sort

Simple Online Realtime Tracking with a Deep Association Metric

deepspeed icon deepspeed

DeepSpeed is a deep learning optimization library that makes distributed training easy, efficient, and effective.

detr icon detr

End-to-End Object Detection with Transformers

dgl icon dgl

Python package built to ease deep learning on graph, on top of existing DL frameworks.

directx-graphics-samples icon directx-graphics-samples

This repo contains the DirectX Graphics samples that demonstrate how to build graphics intensive applications on Windows.

dit icon dit

Official PyTorch Implementation of "Scalable Diffusion Models with Transformers"

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