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applied-ml

📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

appliedaicourse-assignmentandnotes

This repo contains the Applied Ai Course Assignments and Notes.

average-word2vec

🔤 calculate average word embeddings (word2vec) from documents for transfer learning

avito_demand_prediction-kaggle

This is a personal End to End Kaggle project, which is Avito Demand Prediction Problem.

awesome-bert-nlp

A curated list of NLP resources focused on BERT, attention mechanism, Transformer networks, and transfer learning.

case-study-2

case-study1

comp135-19s-assignments

Seed repository for sharing assignment starter code for Introduction to Machine Learning (COMP 135)

comp135-20f-assignments

Public-facing repository for starter code related to in-class demos, homeworks, and projects in Tufts' Intro to ML course for fall 2020

comp136-21s-assignments

Public repo of assignments and course material for Statistical Pattern Recognition at Tufts in spring 2021.

cs-2-deploy

cs1-deploy

cs231n_self

CS231N course

d3-heatmap

Interactive D3.js heatmap built for data exploration

datacamp-courses

Some of my notebooks of Datacamp courses.

deep-learning-books

Books for machine learning, deep learning, math, NLP, CV, RL, etc

deep-learning-coursera

Deep Learning Specialization by Andrew Ng on Coursera.

duplicate-images

A script to find and delete duplicate images using pHash.

hyperas

Keras + Hyperopt: A very simple wrapper for convenient hyperparameter optimization

is_that_a_duplicate_quora_question

keras

Deep Learning for humans

learning-curve

Assignments and learning in Applied AI

machine-learning-with-python-cookbook-notes

My jupyter notebooks/code samples from Chris Albon's Machine Learning with Python Cookbook

medium-unlimited

A browser extension to read medium.com articles for free without membership.

msan501

Course notes for MSAN501, computational boot camp, at the University of San Francisco

multi-label-text-classification

About Muti-Label Text Classification Based on Neural Network.

python

streamlit-example

Example Streamlit app that you can fork to test out share.streamlit.io

strmlit-deploy

studymaterials

This repository is a one-stop-shop for Data Science and Machine Learning Study Materials compiled from various platforms.