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120-data-science-interview-questions

Answers to 120 commonly asked data science interview questions.

algorithm-ds-problems

This repo contains solutions for problems on Data Structure and Algorithms, from InterviewBit, LeetCode and HackerRank. Some problems are categorized topicwise as dp, graph, greedy, array, etc and others are in a random order. The complete list of problems and their source can be find in all_program_list file.

all-in-one-place

alpha_vantage

A python wrapper for Alpha Vantage API for financial data.

ankishb.github.io

Blogs on random topics in deep learning, data science, machine learning, data structure and algorithms.

assignment

Feedforward_with_momentum, Feedforward_with_adaptive_learning_rate, Radial_basis_function, SOM

autogluon

AutoGluon: AutoML Toolkit for Deep Learning

automated-resume-screening-system

Automated Resume Screening System using Machine Learning (With Dataset)

bert-keras

Keras implementation of BERT with pre-trained weights

cheatsheets

code_snippets

coursera-courses

Coursera Notes & Assignments on Applied-Text-Mining-In-Python

ctc-asr

End-to-end trained speech recognition system, based on RNNs and the connectionist temporal classification (CTC) cost function.

ctcdecoder

Connectionist Temporal Classification (CTC) decoding algorithms: best path, prefix search, beam search and token passing. Implemented in Python and OpenCL.

d2l-en

Interactive deep learning book with code, math, and discussions. Available in multi-frameworks.

data-science-practicles

imp concepts in data-science

deep-learning-with-python-notebooks

Jupyter notebooks for the code samples of the book "Deep Learning with Python"

deeplearningimplementations

Implementation of recent Deep Learning papers

detectgpt

Pytorch implementation of DetectGPT (https://arxiv.org/pdf/2301.11305v1.pdf)

experiments_with_python

experiments with python

feature-engineering-book

Code repo for the book "Feature Engineering for Machine Learning," by Alice Zheng and Amanda Casari, O'Reilly 2018

flask-application

Web Application demo using flask

fun-fun

fun-projects

python-fun-short-project

graphembeddingrecommendationsystem

Python based Graph Propagation algorithm, DeepWalk to evaluate and compare preference propagation algorithms in heterogeneous information networks from user item relation ship.

hands-on-meta-learning-with-python

Learning to Learn using One-Shot Learning, MAML, Reptile, Meta-SGD and more with Tensorflow

hindsight-experience-replay

Hindsight Experience Replay - Bit flipping experiment in Tensorflow

hindsight-experience-replay-1

Implementation of HER algorithm in the bit-flipping environment.

hindsight_experience_replay

A tensorflow implementation of hindsight experience replay

kaggle_homedepot

Turing Test's Solution for Home Depot Product Search Relevance Competition on Kaggle (https://www.kaggle.com/c/home-depot-product-search-relevance)