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algorithms-primer

A consolidated collection of resources for you to learn and understand algorithms and data structures easily.

ansible-node-exporter

Provision basic metrics exporter for prometheus monitoring tool

apm_exercises

Exercises for the book Applied Predictive Modeling by Kuhn and Johnson (2013)

awesome-ai-residency

List of AI Residency Programs

awesome-text-summarization

The guide to tackle with the Text Summarization

bert_score

BERT score for text generation

build-a-backend-api-python-django

Supplementary cheat sheet document for our Udemy course: Build a Backend REST API with Python & Django - Beginner

cvxpy

A Python-embedded modeling language for convex optimization problems.

dpr

Dense Passage Retriever - is a set of tools and models for open domain Q&A task.

expertiza

Expertiza is a web application through which students can submit and peer-review learning objects (articles, code, web sites, etc). The Expertiza project is supported by the National Science Foundation.

freecodecamp

freeCodeCamp.org's open-source codebase and curriculum. Learn to code for free.

get_google_images

interview_prep

Everything you need to prepare for your technical interview

intro

Introductory website

leetcode-solutions

🏋️ (Weekly Update) Python / Modern C++ Solutions of All 2005 LeetCode Problems

lencon

Implementation of "Controlling Output Length in Neural Encoder-Decoders"

machine-learning-models

Decision Trees, Random Forest, Dynamic Time Warping, Naive Bayes, KNN, Linear Regression, Logistic Regression, Mixture Of Gaussian, Neural Network, PCA, SVD, Gaussian Naive Bayes, Fitting Data to Gaussian, K-Means

memescraper

Scrap memes from the internet using python and regular expressions

ml-foundations

Machine Learning Foundations: Linear Algebra, Calculus, Statistics & Computer Science

models

Models and examples built with TensorFlow

new-grad-positions-2022

A collection of New Grad full time roles in SWE, Quant, and PM.

object_orienteed_design_and_development_project

profiles-rest-api

Source code for profiles REST API

repo-2017

Python codes in Machine Learning, NLP, Deep Learning and Reinforcement Learning with Keras and Theano

service-streamer

Boosting your Web Services of Deep Learning Applications.

spiking-neural-network

Pure python implementation of SNN

statistical_inference_2_project

Statistical Inference 2 projects

styleformer

A Neural Language Style Transfer framework to transfer natural language text smoothly between fine-grained language styles like formal/casual, active/passive, and many more. Created by Prithiviraj Damodaran. Open to pull requests and other forms of collaboration.

system-design-primer

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

tensorflow_tutorials

From the basics to slightly more interesting applications of Tensorflow