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Rohan Monga's starred repositories

Machine-Learning-Interviews

This repo is meant to serve as a guide for Machine Learning/AI technical interviews.

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GFPGAN

GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration.

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hnswlib

Header-only C++/python library for fast approximate nearest neighbors

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A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.

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SynapseML

Simple and Distributed Machine Learning

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awesome-TS-anomaly-detection

List of tools & datasets for anomaly detection on time-series data.

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facets

Visualizations for machine learning datasets

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StarSpace

Learning embeddings for classification, retrieval and ranking.

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pattern_classification

A collection of tutorials and examples for solving and understanding machine learning and pattern classification tasks

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mlxtend

A library of extension and helper modules for Python's data analysis and machine learning libraries.

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parrot

RNN-based generative models for speech.

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cs224n-winter17-notes

Course notes for CS224N Winter17

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Deep-Learning-Papers-Reading-Roadmap

Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!

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reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

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MLPB

Machine Learning Problem Bible | Problem Set Here >>

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hdbscan

A high performance implementation of HDBSCAN clustering.

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awesome-tensorflow

TensorFlow - A curated list of dedicated resources http://tensorflow.org

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tensorflow_tutorials

From the basics to slightly more interesting applications of Tensorflow

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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.

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pykafka

Apache Kafka client for Python; high-level & low-level consumer/producer, with great performance.

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python-patterns

A collection of design patterns/idioms in Python

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luigi

Luigi is a Python module that helps you build complex pipelines of batch jobs. It handles dependency resolution, workflow management, visualization etc. It also comes with Hadoop support built in.

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oryx

Oryx 2: Lambda architecture on Apache Spark, Apache Kafka for real-time large scale machine learning

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