Kendrick Mendiola's repositories
AI-resources
Selection of resources to learn Artificial Intelligence / Machine Learning / Deep Learning
airbnb-data-collection
Data collection for Airbnb listings.
causal-inference
Deliberate Practice for Learning Causal Inference
code
Compilation of R and Python programming codes
dsemr
Additional Material for the MOOC on Data Science for Environmental Modelling and Renewables
handson-ml
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.
ideas
Just random stuff
Machine-Learning-For-Finance
Machine Learning for finance and investment introduction
ML-From-Scratch
Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from data mining to deep learning.
nlp_course
YSDA course in Natural Language Processing
personality-detection
Implementation of a hierarchical CNN based model to detect Big Five personality traits
practicalAI
📚 A practical approach to learning and using machine learning.
PythonDataScienceHandbook
Python Data Science Handbook: full text in Jupyter Notebooks
pytorch-Deep-Learning
Deep Learning (with PyTorch)
rasa_workshop
Step Into the AI Era: Chatbots that know if you are angry - a workshop to build a chatbot using Rasa
rethinking
Statistical Rethinking course and book package
rl_workshop
Step into the AI Era: Deep Reinforcement Learning Workshop
stat479-deep-learning-ss19
Course material for STAT 479: Deep Learning (SS 2019) at University Wisconsin-Madison
statrethinking_winter2019
Statistical Rethinking course at MPI-EVA from Dec 2018 through Feb 2019
stylegan
StyleGAN - Official TensorFlow Implementation
Tensorflow-Programs-and-Tutorials
Implementations of CNNs, RNNs, GANs, etc
tf-dev-summit-tensorboard-tutorial
Code that accompanies my talk at TF Dev Summit 2016
transformers
🤗 Transformers: State-of-the-art Natural Language Processing for TensorFlow 2.0 and PyTorch.
uda
Unsupervised Data Augmentation (UDA)
Udemy_Deep_Learning_A_Z
This repo contains all the lab work done as part of the online course 'Deep Learning A-Z™: Hands-On Artificial Neural Networks'. Created by Kirill Eremenko and Hadelin de Ponteves and SuperDataScience team on Udemy.
WeatherBench
A benchmark dataset for data-driven weather forecasting