Seth Weidman's repositories
pytorch-seq2seq
Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText. [IN PROGRESS]
transformer_from_scratch
Coding up Transformers from scratch to understand how they work
algorithms_python
A single place to keep CS algorithms implemented in Python
bert-error-analysis
Comparing performance of BERT vs. other NLP models on individual cases from benchmark datasets
deep-learning-v2-pytorch
Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101
pytorch-tutorial
PyTorch Tutorial for Deep Learning Researchers
annotated-transformer
http://nlp.seas.harvard.edu/2018/04/03/attention.html
CS224n-2019-solutions
Complete solutions for Stanford CS224n, winter, 2019
demo-self-driving
Streamlit app demonstrating an image browser for the Udacity self-driving-car dataset with realtime object detection using YOLO.
examples
Example deep learning projects that use wandb's features.
examples-1
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
extension-script
Example repository for custom C++/CUDA operators for TorchScript
gobyexample
Go by Example
openai-cookbook
Examples and guides for using the OpenAI API
openzeppelin-contracts
OpenZeppelin Contracts is a library for secure smart contract development.
personal_website
Files for www.sethweidman.com
pttutorialtest
PT Tutorial Experiments Project
pyprobml
Python code for "Machine learning: a probabilistic perspective"
pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
pytorch-lightning
Rapid research framework for PyTorch. The researcher's version of Keras
streamlit
Streamlit
TensorFlow-Examples
TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)