jabogithub

PyDataAmsterdam2018

Contents of the workshop "Hands-on introduction to Deep Learning with Keras and Tensorflow" I gave at PyData Amsterdam 2018

100_Days_of_ML_Code

These are the instructions for "100 Days of ML Code" By Siraj Raval on Youtube

altair-tutorial

Notebooks for the Altair tutorial

Azure-TDSP-ProjectTemplate

TDSP: Data science project template repository with standardized directory structure and document templates to support efficient project execution and collaboration.

BayesianOptimization

A Python implementation of global optimization with gaussian processes.

Beginner-Guide-to-Automated-Feature-Engineering-With-Deep-Feature-Synthesis.

This is a comprehensive guide on how you can automate your feature engineering process.

BOCS

Bayesian Optimization of Combinatorial Structures

Data-Analysis-with-R

Using gglot2, tidyr, dplyr, ggmap, choroplethr, shiny, logistic regression, clustering models and more

data-mining

Lecture slides and quizzes for Leskovec, Rajaraman, and Ullman's "Mining of Massive Datasets" Stanford course

deep-reinforcement-learning

Programming Assignments and Lectures for UC Berkeley's CS 294: Deep Reinforcement Learning

DeepRL

Highly modularized implementation of popular deep RL algorithms in PyTorch

exercises_thushv_dot_com

Here lies all the exercises I implement and share in my website

Facebook-Messenger-Bot

Facebook chatbot that I trained to talk like me using Seq2Seq

fifa18

An exploratory data analysis and D3 data visualization project on FIFA 18 dataset.

gganimate

A Grammar of Animated Graphics

gmplot

Plotting data on google maps, the easy (stupid) way.

jellyfish

🎐 a python library for doing approximate and phonetic matching of strings.

LSTM-Sentiment-Analysis

Sentiment Analysis with LSTMs in Tensorflow

Machine-Learning-Links-And-Lessons-Learned

List of all the lessons learned, best practices, and links from my time studying machine learning

Machine-Learning-with-Python

Python codes for common Machine Learning Algorithms

mimic_bow

Predict hospital readmission with discharge summaries

NLP-with-Python

Scikit-Learn, NLTK, Spacy, Gensim, Textblob and more

predicting-bitcoin-prices-using-LSTM

This is a guide on how you can implement time series in RNNs using LSTMs to determine the future prices of bitcoin

PyTDA

Topological Data Analysis in Python

PytorchRnnLM

Language model using an RNN in PyTorch

Research_to_Code

This is the code for "Research to Code" By Siraj Raval on Youtube

spotify-artists-analysis

An in-depth data analysis and data visualization project for Spotify Artists' "This Is" playlist series

T2F

T2F: text to face generation using Deep Learning

talkthewalk

UCLA-Course-Notes

All my notes from the classes I've taken at UCLA