anubhavgautam Goto Github PK

airbnb_challenge

Files for the AIrbnb price prediction challenge

algorithms

A collection of algorithms and data structures

apriori_python

aprioriinspark_bloomfilter

awesome-cv

Awesome CV is LaTeX template for your outstanding job application

awesome-scene-text-recognition

A curated list of resources dedicated to scene text localization and recognition

baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

books

A selection of useful books

coding-ninjas-machine-learning

Machine Learning Course

coding_prep

A collection of coding interview problems with my solutions. From various sources including Leet-Code, Interview experiences etc.

codinginterviews

cs228-material

Teaching materials for the probabilistic graphical models and deep learning classes at Stanford

ctci-6th-edition

Cracking the Coding Interview 6th Ed. Solutions

data-analysis

Data Science Using Python

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.

deep-rl-agent-based-modelling

deeprlhacks

Hacks for training RL systems from John Schulman's lecture at Deep RL Bootcamp (Aug 2017)

ds-take-home

My solution to the book A Collection of Data Science Take-Home Challenges

gender_predictor

Name based gender identification using NLTK

handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

handwritten_digits_recognition

hierarchical-deep-rl

Hierarchical Deep Reinforcement Learning: Integrating Temporal Abstractions and Intrinsic Motivation

leetcode

Complete solutions to Leetcode problems; updated daily. (I'm looking for long-term contributors/partners to this repo! Send me PRs if you're interested! - 9/5/2018)

mobile-deep-learning

This research aims at simply deploying CNN(Convolutional Neural Network) on mobile devices, with low complexity and high speed.

open-product-management

A curated list of product management advice for technical people.

personal-photos-model

A neural net trained over a person's personal photo collection to do face detection

pyro

Deep universal probabilistic programming with Python and PyTorch

pythondatasciencehandbook

Python Data Science Handbook: full text in Jupyter Notebooks

selective_search_py

Python-based implementation of the Selective Search for Object Recognition, back ported from Python 3 to Python 2.7

system-design-primer

Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.