Seth Weidman

DLFS_code. Code for the book Deep Learning From Scratch, from O'Reilly September 2019

ODSC_Neural_Nets_11-04-17. Talk "Deep Learning From Scratch Using Python" delivered at ODSC West on November 4, 2017

Conference_talks. Repo for public conference talks

pytorch-seq2seq. Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText. [IN PROGRESS]

odsc_east_2025_grpo_llama. Materials from my talk at ODSC East 2025, May 14 in Boston, MA

CNN_from_scratch. Convolutional Neural Net from Scratch, in Python

transformer_from_scratch. Coding up Transformers from scratch to understand how they work

selenium_tutorial. Walkthrough on how to use Selenium to do cool stuff programmatically

RNN_from_scratch. Coding up an RNN from scratch

algorithms_python. A single place to keep CS algorithms implemented in Python

Deep-Learning-Papers-Reading-Roadmap. Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!

odsc_west_2025_tools_agents. Demos of the workflow of building AI with tools vs. with agents

bert-error-analysis. Comparing performance of BERT vs. other NLP models on individual cases from benchmark datasets

neural_net_talk_6-2-17. Jupyter Notebook

docker-object-detection. A repo containing the starting files for a Docker image that runs object detection using TensorFlow

lincoln. A Deep Learning library by the people, for the people

ultimate_classification_guide. A one stop shop for all resources related to classification problems in Supervised Learning

llm-learning. Jupyter Notebook

leetcode. A place for keeping my solutions to LeetCode problems

streaming-openai-react-demo. JavaScript

local-gpt. JavaScript

tutorials. Jupyter Notebook

numpy_net. A neural net library designed to make the math underlying neural nets clear

autograd. coding an autograd from scratch

pyprobml. Python code for "Machine learning: a probabilistic perspective"

pytorch-tutorial. PyTorch Tutorial for Deep Learning Researchers

deep_learning_nd_projects. Projects from the Udacity Deep Learning Nanodegree

Sudoku_solver. A website that solves Sudoku with a Python backend.

deep-learning-v2-pytorch. Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101

full_stack_flask_example. Example of Flask app using routing and HTML templating

pytorch-lightning. Rapid research framework for PyTorch. The researcher's version of Keras