TIMEdilation584

tinygrad

You like pytorch? You like micrograd? You love tinygrad! ❤️

pydata-book

Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media

minGPT

A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training

nn-zero-to-hero

Neural Networks: Zero to Hero

Halide

a language for fast, portable data-parallel computation

tsai

Time series Timeseries Deep Learning Machine Learning Python Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai

DeepLearningPython

neuralnetworksanddeeplearning.com integrated scripts for Python 3.5.2 and Theano with CUDA support

training

Reference implementations of MLPerf™ training benchmarks

stable-diffusion

wavegan

WaveGAN: Learn to synthesize raw audio with generative adversarial networks

practical-nlp-code

Official Repository for Code associated with 'Practical Natural Language Processing' book by O'Reilly Media

Complex-YOLOv4-Pytorch

The PyTorch Implementation based on YOLOv4 of the paper: "Complex-YOLO: Real-time 3D Object Detection on Point Clouds"

EPro-PnP

[CVPR 2022 Oral, Best Student Paper] EPro-PnP: Generalized End-to-End Probabilistic Perspective-n-Points for Monocular Object Pose Estimation

reinforcement_learning_course_materials

Lecture notes, tutorial tasks including solutions as well as online videos for the reinforcement learning course hosted by Paderborn University

l5kit

L5Kit - https://woven.toyota

mmTransformer

[CVPR 2021] "Multimodal Motion Prediction with Stacked Transformers": official code implementation and project page.

Complex-YOLOv3

PyTorch implementation of Complex-YOLO paper with YoloV3

wavegan-pytorch

Pytorch Implementation of wavegan model to generate audio

cwavegan

Conditional WaveGAN: Generating audio samples conditioned on class labels

SAINT-pytorch

SAINT PyTorch implementation

Image-Captioning

Implemented 3 different architectures to tackle the Image Caption problem, i.e, Merged Encoder-Decoder - Bahdanau Attention - Transformers

CVPR2015

Example code used in the CVPR 2015 tutorial

pl-class-public

Public slides and assignments for CSCI-UA.04900: Special Topics in Programming Languages

metromaps

Metro Maps as envisioned by Dafna Shahaf

tiramisu_pytorch

Integration of Tiramisu (Compiler) into PyTorch

SaintPlus-Knowledge-Tracing-Pytorch

Saint+: A time series transformer model to predict users' performance of future questions.

CSCI-572

CSCI572: Information Retrieval and Web Search Engines

STA2018

Object-Detection-Study

Summary of the research papers, open source links and possible enhancements.

fairseq-image-captioning

Transformer-based image captioning extension for pytorch/fairseq