Beast code in Giters

Alex L.'s repositories

meetup-mlflow

Quick tutorial of MLflow

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crawl_for_hermes

A web crawler for Hermes handbag website. The web crawler crawls a particular link, and then once a product becomes available, sends an email/txt notification to a phone.

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techblog

code for techblog

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Angular-GettingStarted

Sample Angular application used in the "Angular: Getting Started" course: http://bit.ly/Angular-GettingStarted

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autokeras

Accessible AutoML for deep learning.

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comma10k

10k crowdsourced images for training segnets

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commai-challenge

commai-ai ML challenge

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easynn

Highlevel Scikit-learn like implementations of neural nets

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gcForest

Python implementation of gcForest

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glow

Code for reproducing results in "Glow: Generative Flow with Invertible 1x1 Convolutions"

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gonum

Gonum is a set of numeric libraries for the Go programming language. It contains libraries for matrices, statistics, optimization, and more

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gpt-2

Code for the paper "Language Models are Unsupervised Multitask Learners"

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kubeflow-experiment

experimenting with kubeflow on gcp

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LASER

Language-Agnostic SEntence Representations

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learn_c_sharp

it contains as the name suggests

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leetcode

practice questions to keep my coding skills up

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This repository contains the solutions and explanations to the algorithm problems on LeetCode. Only medium or above are included. All are written in C++/Python and implemented by myself. The problems attempted multiple times are labelled with hyperlinks.

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machinelearning

ML.NET is an open source and cross-platform machine learning framework for .NET.

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ml-cheatsheet

Machine learning glossary

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ML.NET_Tutorials

Tinkering with C# ML.NET library

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mlflow

Open source platform for the machine learning lifecycle

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ng-playground

first attempt at building angular stuff

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ngxchart

playround with ngx-chart library (angular library for data visualization)

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NLP_on_reddit

Do interesting NLP analysis on Reddits

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pandas

Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

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pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

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qira

QEMU Interactive Runtime Analyser

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scikit-learn

scikit-learn: machine learning in Python

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system-design-primer

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

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tianchuliang.github.io

Alex (Tianchu) Liang's personal site.

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