Apurve Yajnik's Projects
LSTM and QRNN Language Model Toolkit for PyTorch
Extensible memoizing collections and decorators
Starting files for the CarND behavioral cloning project (P3)
Self-Driving Car Nanodegree Program Starter Code for the Extended Kalman Filter Project
Lane Finding Project for Self-Driving Car ND
Classify Traffic Signs.
Self-Driving Car Nanodegree Program Starter Code for the Unscented Kalman Filter Project
Vehicle Detection Project
Articles/ Journals and Videos related to Economics:chart_with_upwards_trend: and Data Science :bar_chart:
ALICE (Automated Learning and Intelligence for Causation and Economics) is a Microsoft Research project aimed at applying Artificial Intelligence concepts to economic decision making. One of its goals is to build a toolkit that combines state-of-the-art machine learning techniques with econometrics in order to bring automation to complex causal inference problems. To date, the ALICE Python SDK (econml) implements orthogonal machine learning algorithms such as the double machine learning work of Chernozhukov et al. This toolkit is designed to measure the causal effect of some treatment variable(s) t on an outcome variable y, controlling for a set of features x.
The fastai book, published as Jupyter Notebooks
Data and code for EMNLP 2021 paper "FinQA: A Dataset of Numerical Reasoning over Financial Data"
A toolkit for developing and comparing reinforcement learning algorithms.
A fast, clean, responsive Hugo theme.
Sample iPython notebook with soccer predictions
kapre: Keras Audio Preprocessors
A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training
Models and examples built with TensorFlow
Python disk-backed cache (Django-compatible). Faster than Redis and Memcached. Pure-Python.
š¾ A library of state-of-the-art pretrained models for Natural Language Processing (NLP)
š Hunt down social media accounts by username across social networks
Spell checker
TextAttack š is a Python framework for adversarial attacks, data augmentation, and model training in NLP
Python scripts used for testing vespa
React
Typescript
Django
Laravel
Facebook
Microsoft
Google
Alibaba
D3
Tencent