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homemade-machine-learning

🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained

horizon

A platform for Applied Reinforcement Learning (Applied RL)

hospital-los-predictor

Prediction of hospital length-of-stay (LOS) at time of admission using gradient boosting

hotelspamdetection

Project is to determine whether not only a given hotel review on a website is positive or negative, but if the review was genuine or if it was done by spam or a troll/bot. Purpose is to prevent hotels from artificially inflating their own value or to prevent hotels from being spammed by trolls. Algorithm to implement it was a CNN-LSTM network using feature sets from Doc2Vec, POS tags, dependency tags, and TF-IDF. Trained accuracy on validation set was 93.44%.

how-to-build-a-biomedical-startup

This is the code for "How to Build a Biomedical Startup" by Siraj Raval on Youtube

how-to-generate-art-demo

This is the code for "How to Generate Art - Intro to Deep Learning #8' by Siraj Raval on YouTube

how-to-learn-from-little-data

This is the code for "How to Learn from Little Data - Intro to Deep Learning #17' by Siraj Raval on YouTube

how-to-mine-newsfeed-data-and-extract-interactive-insights-in-python

A practical guide to topic mining and interactive visualizations

how-to-predict-stock-prices-easily-demo

How to Predict Stock Prices Easily - Intro to Deep Learning #7 by Siraj Raval on Youtube

how-to-score-0.8134-in-titanic-kaggle-challenge

Solution of the Titanic Kaggle competition

how_to_build_a_healthcare_startup

This is the code for "How to Build a Healthcare Startup" by Siraj Raval on Youtube

how_to_convert_text_to_images

This is the code for "How to Convert Text to Images - Intro to Deep Learning #16' by Siraj Raval on YouTube

how_to_deploy_a_keras_model_to_production

This is the code for the "How to Deploy a Keras Model to Production" by Siraj Raval on Youtube

how_to_do_sentiment_analysis

This is the code for 'How to Do Sentiment Analysis' #3 - Intro to Deep Learning by Siraj Raval on Youtube

how_to_make_a_text_summarizer

This is the code for "How to Make a Text Summarizer - Intro to Deep Learning #10" by Siraj Raval on Youtube

how_to_simulate_a_self_driving_car

This is the code for "How to Simulate a Self-Driving Car" by Siraj Raval on Youtube

how_to_use_tensorflow_for_classification-live

This is the code for the "How to Use Tensorflow for Classification" live session by Siraj Raval on Youtube

howumapworks

Here I explain the math behind UMAP and show how to program it from scratch in Python

hte

hub

A library for transfer learning by reusing parts of TensorFlow models.

humanrl_prior_games

[ICML-18] Codes for the custom games we built to compare RL agents with humans

hurst

Hurst exponent evaluation and R/S-analysis in Python

hyper-brain-decoding-framework-

hyperas

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

hyperimpute

A framework for prototyping and benchmarking imputation methods

hyperparameter-optimization

Implementation of Bayesian Hyperparameter Optimization of Machine Learning Algorithms

ibm-causal-inference-benchmarking-framework

Data derived from the Linked Births and Deaths Data (LBIDD); simulated pairs of treatment assignment and outcomes; scoring code

ibm-hr-analytics

Predict churn

ibm-watson-personality-insights

Content analysis application built on IBM Watson's Personality Insights service.

icml2016

Generative Adversarial Text-to-Image Synthesis