Rafael Macalaba's repositories
data-science-ipython-notebooks
Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.
functional_intro_to_python
A functional, Data Science focused introduction to Python
grab_safety
My entry for the Safety Challenge of Grab AI For S.E.A
pdftableconvert
PDF Tables to csv
awesome-nlp
:book: A curated list of resources dedicated to Natural Language Processing (NLP)
creme
:loop: Online machine learning in Python
d2l-pytorch
This is an attempt to modify Dive into Deep Learning, Berkeley STAT 157 (Spring 2019) textbook's code into PyTorch.
Deep-RL-on-Gfootabll-Google-football-OpenAI-style-environment
This project shall be based on setting up of Google Football Research Environment as an OpenAI gym for code purposes.
faceshape
Labelled face dataset for face shape classification
First-steps-towards-Deep-Learning
This is an open sourced book on deep learning.
interactive-coding-challenges
120+ interactive Python coding interview challenges (algorithms and data structures). Includes Anki flashcards.
kaggle-porto-seguro
2nd Place Solution for Kaggle Porto Seguro's Safe Driver Prediction
lofo-importance
Leave One Feature Out Importance
optuna
A hyperparameter optimization framework
practicalAI
📚 A practical approach to machine learning.
predictions_balancing
A script for balancing predictions which helps in achieving high results on Kaggle
rltime
RLtime is a reinforcement learning library focused on state-of-the-art q-learning algorithms and features
stanford-cs-229-machine-learning
VIP cheatsheets for Stanford's CS 229 Machine Learning
STLDecompose
A Python implementation of Seasonal and Trend decomposition using Loess (STL) for time series data.
tensorflow-without-a-phd
A crash course in six episodes for software developers who want to become machine learning practitioners.
timeseriescv
Scikit-learn style cross-validation classes for time series data
TRacker
TRacker
TSCV
Time Series Cross-Validation -- an extension for scikit-learn
world-bank-pover-t-tests-solution
Repository for the World Bank Pover-t Test Competition Solution (Bonus Prize Winner)
xam
:dart: Personal data science and machine learning toolbox
zipline
Zipline, a Pythonic Algorithmic Trading Library