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Name: Amanda Dsouza
Type: User
Bio: MS CS @ Georgia Tech. Staff Applied Research Scientist. Interests in RL, NLP, Open Source, Python.
Twitter: amanda_dsouza
Name: Amanda Dsouza
Type: User
Bio: MS CS @ Georgia Tech. Staff Applied Research Scientist. Interests in RL, NLP, Open Source, Python.
Twitter: amanda_dsouza
Jun 2020 scikit-learn sprint
Solution to AXA Kaggle challenge to determine driver pattern from GPS data
Beyond the Imitation Game collaborative benchmark for enormous language models
Colab notebooks on pytorch tutorials, exercises and algorithm implementation in RL and NLP.
Encoding methods for dirty categorical variables
Web scraper for Glassdoor website
A toolkit for developing and comparing reinforcement learning algorithms.
Minimalistic gridworld package for OpenAI Gym
Simple 3D interior simulator for RL & robotics research
Clean PyTorch implementations of imitation learning algorithms
Theano-based Deep Learning library (convnets, recurrent neural networks, and more).
Inverse RL algorithms (APP, MaxEnt, GAIL, VAIL)
A framework for few-shot evaluation of autoregressive language models.
Market Basket Analysis using Apriori algorithm
Any and all reports / notes related to AI.
Python package for implementing a number of Machine Learning, Randomized Optimization and SEarch algorithms.
Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more
PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO), Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation (ACKTR) and Generative Adversarial Imitation Learning (GAIL).
A training framework for Stable Baselines3 reinforcement learning agents, with hyperparameter optimization and pre-trained agents included.
RL starter files in order to immediatly train, visualize and evaluate an agent without writing any line of code
scikit-learn: machine learning in Python
PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.
A computer algebra system written in pure Python
Churn Prediction on data provided by Teradata Center for Customer Relationship Management at Duke University
Text_Classifier using scikit-learn and nltk
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.