- Taiwan Tourism Dataset
- Learning Notes from Planet Competition
- Kaggle Instacart Competition
- Kaggle Corporación Favorita Grocery Sales Forecasting
- Kaggle Toxic Comment Classification Challenge
- [Notes] Avito Demand Prediction Challenge on Kaggle (2018)
- Dropout in Recurrent Networks:
- Understanding Bidirectional RNN in PyTorch
- SGD implementation in PyTorch
- Understanding Tensorflow:
- Keras for TPUs on Google Colaboratory (Free!)
- Single Shot MultiBox Detector with Pytorch:
- Pytorch Implementation of Perceptual Losses for Real-Time Style Transfer
- Deblur Photos Using Generic Pix2Pix
- Building a Translation System In Minutes
- StarSpace For Multi-label Text Classification
- Use torchtext to Load NLP Datasets:
- Analyzing Tweets with R
- [Notes] Improving Language Understanding by Generative Pre-Training
- [Preview] Developing Modern Chinese NLP Models
- Four Ways to Tokenize Chinese Documents
- Neural Language Model with PyTorch
- [Note] Statistical Inference: The Big Picture
- Feature Importance Measures for Tree Models:
- Talent vs Luck: the role of randomness in success and failure
- March Madness Predictions using PyMC3
- Visualizing Air Quality Data
- Quantile Regression
- Version Control for Jupyter Notebook
- (Python) Beware of Mixed use of Property and getattr
- Docker + NVIDIA GPU = nvidia-docker
- Prepare Deep-Learning-Ready VMs on Google Cloud Platform
- Use Visual Studio Code To Develop Python Programs
- Chryons, Racist Machines, “Gender Gap”, Getting Values from ML
- TPU, Listing Embeddings, Pyception
- PyTorch 0.4.0 Release & 1.0 Preview
- Feature Engineering; Fast Randomized SVD; Visualizing Percentage Change
- Universal Sentence Embeddings; PyMC; Judea Pearl on AI
- Music Translation; LDA on Mental Health; Transfer Learning for NLP