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t-triobox's Projects

handson-ml icon handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

handson-ml2 icon handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

hedge-fund-stock-market-analysis icon hedge-fund-stock-market-analysis

Developed a deep learning model that allows trading firms to analyze large patterns of stock market data and look for possible permutations to increase returns and reduce risk. Trained the model using a Multilayer Perceptron Neural Network on a vast set of features that influence the stock market indices. Performed technical analysis using historical stock prices and fundamental analysis using social media dat

hikyuu icon hikyuu

Hikyuu Quant Framework 基于C++/Python的开源量化交易研究框架

hmmlearn icon hmmlearn

Hidden Markov Models in Python, with scikit-learn like API

homemade-machine-learning icon homemade-machine-learning

🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained

incubator-brpc icon incubator-brpc

Industrial-grade RPC framework used throughout Baidu, with 1,000,000+ instances and thousands kinds of services, called "baidu-rpc" inside Baidu.

incubator-mxnet icon incubator-mxnet

Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more

industry-machine-learning icon industry-machine-learning

A curated list of applied machine learning and data science notebooks and libraries across different industries (by @firmai)

islr-python icon islr-python

An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code

javascript-algorithms icon javascript-algorithms

📝 Algorithms and data structures implemented in JavaScript with explanations and links to further readings

jsexp icon jsexp

Some simulation experiments in JavaScript

jupyter icon jupyter

Jupyter metapackage for installation, docs and chat

jupyter-navbar icon jupyter-navbar

A handy navigation pane for Jupyter Notebook that follows markdown headers

kaggle_learn icon kaggle_learn

Functions used in kaggle competitions: data preprocessing/feature engineering/model training etc. Many of these functions are collected from kaggle community, credits are belong to the authors :)

kalman-and-bayesian-filters-in-python icon kalman-and-bayesian-filters-in-python

Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.

kedro icon kedro

A Python library that implements software engineering best-practice for data and ML pipelines.

keras-ncp icon keras-ncp

Code repository of the paper Neural circuit policies enabling auditable autonomy published in Nature Machine Intelligence

lambdalite icon lambdalite

A functional, relational database in about 250 lines of Common Lisp

lean icon lean

Lean Algorithmic Trading Engine by QuantConnect (C#, Python, F#)

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