SethHWeidman
Principal Data Scientist at Sentilink, Author of Deep Learning From Scratch
San Francisco, CA
Pinned Repositories
bert-error-analysis
Comparing performance of BERT vs. other NLP models on individual cases from benchmark datasets
CNN_from_scratch
Convolutional Neural Net from Scratch, in Python
Conference_talks
Repo for public conference talks
DLFS_code
Code for the book Deep Learning From Scratch, from O'Reilly September 2019
leetcode
A place for keeping my solutions to LeetCode problems
local-gpt
ODSC_Neural_Nets_11-04-17
Talk "Deep Learning From Scratch Using Python" delivered at ODSC West on November 4, 2017
pytorch-seq2seq
Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText. [IN PROGRESS]
selenium_tutorial
Walkthrough on how to use Selenium to do cool stuff programmatically
transformer_from_scratch
Coding up Transformers from scratch to understand how they work
SethHWeidman's Repositories
SethHWeidman/DLFS_code
Code for the book Deep Learning From Scratch, from O'Reilly September 2019
SethHWeidman/pytorch-seq2seq
Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText. [IN PROGRESS]
SethHWeidman/transformer_from_scratch
Coding up Transformers from scratch to understand how they work
SethHWeidman/algorithms_python
A single place to keep CS algorithms implemented in Python
SethHWeidman/bert-error-analysis
Comparing performance of BERT vs. other NLP models on individual cases from benchmark datasets
SethHWeidman/lincoln
A Deep Learning library by the people, for the people
SethHWeidman/deep-learning-v2-pytorch
Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101
SethHWeidman/leetcode
A place for keeping my solutions to LeetCode problems
SethHWeidman/pyprobml
Python code for "Machine learning: a probabilistic perspective"
SethHWeidman/pytorch-lightning
Rapid research framework for PyTorch. The researcher's version of Keras
SethHWeidman/pytorch-tutorial
PyTorch Tutorial for Deep Learning Researchers
SethHWeidman/tutorials
SethHWeidman/local-gpt
SethHWeidman/annotated-transformer
http://nlp.seas.harvard.edu/2018/04/03/attention.html
SethHWeidman/CS224n-2019-solutions
Complete solutions for Stanford CS224n, winter, 2019
SethHWeidman/demo-self-driving
Streamlit app demonstrating an image browser for the Udacity self-driving-car dataset with realtime object detection using YOLO.
SethHWeidman/examples
Example deep learning projects that use wandb's features.
SethHWeidman/examples-1
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
SethHWeidman/extension-script
Example repository for custom C++/CUDA operators for TorchScript
SethHWeidman/gobyexample
Go by Example
SethHWeidman/newtonshrugged
SethHWeidman/newtonshrugged-website
SethHWeidman/openai-cookbook
Examples and guides for using the OpenAI API
SethHWeidman/openzeppelin-contracts
OpenZeppelin Contracts is a library for secure smart contract development.
SethHWeidman/personal_website
Files for www.sethweidman.com
SethHWeidman/pttutorialtest
PT Tutorial Experiments Project
SethHWeidman/pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
SethHWeidman/rlpyt
Reinforcement Learning in PyTorch
SethHWeidman/streamlit
Streamlit
SethHWeidman/TensorFlow-Examples
TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)