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mr-memorandum's Projects

adanet icon adanet

Fast and flexible AutoML with learning guarantees.

adanpc icon adanpc

This is an official PyTorch implementation of the ICML 2023 paper AdaNPC and SIGKDD paper DRM.

annotated_deep_learning_paper_implementations icon annotated_deep_learning_paper_implementations

🧑‍🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

annoy icon annoy

Approximate Nearest Neighbors in C++/Python optimized for memory usage and loading/saving to disk

anomaly-transformer icon anomaly-transformer

About Code release for "Anomaly Transformer: Time Series Anomaly Detection with Association Discrepancy" (ICLR 2022 Spotlight), https://openreview.net/forum?id=LzQQ89U1qm_

autogl icon autogl

An autoML framework & toolkit for machine learning on graphs.

autograd icon autograd

Efficiently computes derivatives of numpy code.

awesome-datascience icon awesome-datascience

:memo: An awesome Data Science repository to learn and apply for real world problems.

awesome-systematic-trading icon awesome-systematic-trading

A curated list of insanely awesome libraries, packages and resources for systematic trading. Crypto, Stock, Futures, Options, CFDs, FX, and more | 量化交易 | 量化投资

c-plus-plus icon c-plus-plus

Collection of various algorithms in mathematics, machine learning, computer science and physics implemented in C++ for educational purposes.

causal-forest icon causal-forest

Implements the Causal Forest algorithm formulated in Athey and Wager (2018).

causalinferenceintro icon causalinferenceintro

Causal Inference for the Brave and True的中文翻译版。全部代码基于Python，适用于计量经济学、量化社会学、策略评估等领域。英文版原作者：Matheus Facure

causalml icon causalml

The open source repository for the Causal Modeling in Machine Learning Workshop at Altdeep.ai @ www.altdeep.ai/courses/causalML

causalml-1 icon causalml-1

Uplift modeling and causal inference with machine learning algorithms

causalnex icon causalnex

A Python library that helps data scientists to infer causation rather than observing correlation.

cppcoreguidelines icon cppcoreguidelines

The C++ Core Guidelines are a set of tried-and-true guidelines, rules, and best practices about coding in C++

ctl icon ctl

A causal tree method (Causal Tree Learn (CTL)) for heterogeneous treatment effects in Python

cudf icon cudf

cuDF - GPU DataFrame Library

cupy icon cupy

A NumPy-compatible array library accelerated by CUDA

d2l-zh icon d2l-zh

《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被全球175所大学采用教学。

dask icon dask

Parallel computing with task scheduling

data-structure icon data-structure

使用C++构建各类数据结构，应用C++高级语法，同时应用其解决实际问题。

datatable icon datatable

A Python package for manipulating 2-dimensional tabular data structures

deap icon deap

Distributed Evolutionary Algorithms in Python

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