taylor1355 Goto Github PK

angry-birds-python

Modified to allow headless simulations

beat-the-computer

A general game playing application with AI players that can play the included games against a human or another AI

bottom-up-attention.pytorch

An PyTorch reimplementation of bottom-up-attention models

connect4-rl

Connect Four agents that use Deep Q-Learning

distributional-signatures

Few-shot Text Classification with Distributional Signatures

dmcontrol-generalization-benchmark

DMControl Generalization Benchmark

fastai

Course materials and mini projects I worked on while taking the FastAI course

ffcv

FFCV: Fast Forward Computer Vision (and other ML workloads!)

fuzzy-waddle

libfewshot

LibFewShot: A Comprehensive Library for Few-shot Learning.

loss-surface-simplexes

npcs

project-euler

My Project Euler solutions

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

rl

Implementation of various RL algorithms used to solve OpenAI Gym environments

simple-faster-rcnn-pytorch

A simplified implemention of Faster R-CNN that replicate performance from origin paper

solving_imagenet

Official PyTorch implementation of the paper: "Solving ImageNet: a Unified Scheme for Training any Backbone to Top Results" (2022)

spotify_playlist_recommender

sudoku

A variable sized Sudoko implementation with a built in CSP solver

tape

Tasks Assessing Protein Embeddings (TAPE), a set of five biologically relevant semi-supervised learning tasks spread across different domains of protein biology.

unifew

Unifew: Unified Fewshot Learning Model