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lidadreamer's Projects

captcha_crack icon captcha_crack

选字验证码破解,试验过网易和极验,破解率99

data-mining icon data-mining

Some algorithms to form frequent itemsets/association rules from datasets, where many techniques, such as FP-tree, Apriori, PSO, GA, Granular computing, Central limit theorem and so on, are applied

deep-learning-in-production icon deep-learning-in-production

In this repository, I will share some useful notes and references about deploying deep learning-based models in production.

echo icon echo

Python package containing all custom and SOTA mathematical backend algorithms used in Machine Learning.

featexp icon featexp

Feature exploration for supervised learning

featuretools icon featuretools

An open source python framework for automated feature engineering

fp-growth icon fp-growth

Python implementation of the Frequent Pattern Growth algorithm

g-simclr icon g-simclr

This is the code base for paper "G-SimCLR : Self-Supervised Contrastive Learning with Guided Projection via Pseudo Labelling" by Souradip Chakraborty, Aritra Roy Gosthipaty and Sayak Paul.

graphpipe icon graphpipe

Dead Simple ML Model Serving via a Standard Protocol

heamy icon heamy

A set of useful tools for competitive data science.

pywt icon pywt

PyWavelets - Wavelet Transforms in Python

regal icon regal

A/B Testing or publish smart grouping engine

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