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/ODSC_Neural_Nets_11-04-17
Talk "Deep Learning From Scratch Using Python" delivered at ODSC West on November 4, 2017
SethHWeidman/Conference_talks
Repo for public conference talks
SethHWeidman/CNN_from_scratch
Convolutional Neural Net from Scratch, in Python
SethHWeidman/selenium_tutorial
Walkthrough on how to use Selenium to do cool stuff programmatically
SethHWeidman/RNN_from_scratch
Coding up an RNN from scratch
SethHWeidman/docker-object-detection
A repo containing the starting files for a Docker image that runs object detection using TensorFlow
SethHWeidman/ultimate_classification_guide
A one stop shop for all resources related to classification problems in Supervised Learning
SethHWeidman/autograd
coding an autograd from scratch
SethHWeidman/full_stack_flask_example
Example of Flask app using routing and HTML templating
SethHWeidman/numpy_net
A neural net library designed to make the math underlying neural nets clear
SethHWeidman/Sudoku_solver
A website that solves Sudoku with a Python backend.
SethHWeidman/AIND-Isolation
SethHWeidman/AIND-Sudoku
SethHWeidman/AlphaGo_Zero
Mini version of AlphaGo Zero
SethHWeidman/capsule_net_pytorch
Readable implementation of a Capsule Network as described in "Dynamic Routing Between Capsules" [Hinton et. al.]
SethHWeidman/CS231n-2017
Completed the cs231n spring 2017 assignments from Stanford university
SethHWeidman/d3_world_cup
Visualization of World Cup games using d3.js and geoJSON
SethHWeidman/FEND-Animal-trading-cards
Project 2 for Udacity's Front End Web Developer Nanodegree
SethHWeidman/FEND-Mockup_to_article
Project 1 for Udacity's Front End Web Developer Nanodegree
SethHWeidman/FSND-Movie_website
Project for Udacity's Full Stack Web Developer Nanodegree
SethHWeidman/FSND-Portfolio_Site
"Build a Portfolio Site Based on a Design Mockup" project. Learning how to use CSS to properly lay out elements.
SethHWeidman/fullstack-nanodegree-vm
SethHWeidman/Keras_Projects
Learning Keras
SethHWeidman/move_planner_ajax
A basic move planning web app illustrating AJAX functionality
SethHWeidman/neural_net_viz
A simple neural net visualization using Flask and D3
SethHWeidman/openai-gpt-pytorch
Pytorch implementation of OpenAI-GPT for ROC stories
SethHWeidman/PitchPerfect
SethHWeidman/PyTorch_Projects
Projects for learning Pytorch
SethHWeidman/test_docker_build
Testing building Docker images automatically using a Dockerfile
SethHWeidman/ud036_StarterCode
Starter Code