NikkitaNgl's repositories
system-design-primer
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
MLQuestions
Machine Learning and Computer Vision Engineer - Technical Interview Questions
100-Days-Of-ML-Code
100 Days of ML Coding
machine-learning-interview
Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.
quant-finance-lectures
Learn quantitative finance with this comprehensive lecture series. Adapted from the Quantopian Lecture Series. Uses free sample data.
machine-learning-systems-design
A booklet on machine learning systems design with exercises. NOT the repo for the book "Designing Machine Learning Systems"
SwapsBook
Low Latency Interest Rate Markets – Theory, Pricing and Practice
iopy
Input-output data with Python
cpython
The Python programming language
neuralSDE-marketmodel
Python modules and jupyter notebook examples for the paper Arbitrage-free Neural-SDE Market Models.
latexify_py
Generates LaTeX math description from Python functions.
machine_learning
Examples of common machine learning algorithms implemented in python
learntocode
Individual session resources for each Learn to Code session
prml
Repository of notes, code and notebooks in Python for the book Pattern Recognition and Machine Learning by Christopher Bishop
pydata-book
Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media
LOB-feature-analysis
Feature engineering of a Limit Order Book. Extraction of features from a LOB in order to analyse the behaviour of trade market.
Data-Scientist-Books
Data-Scientist-Books (Machine Learning, Deep Learning, Natural Language Processing, Computer Vision, Long Short Term Memory, Generative Adversarial Network, Time Series Forecasting, Probability and Statistics, and more.)
Bitcoin-Price-Prediction-LSTM
A Model to Predict any kind of price such as Crypto price or Stock price using LSTM network and python
machine-learning-cheat-sheet
Classical equations and diagrams in machine learning
StockMarkNetIndicator
Repository for the manuscript: "Network Geometry and Market Instability"
StockSimulatorFlaskApp
This is a Python Flask web app that allows you to forecast short term stock price movements using traditional statistical methods (e.g. ARIMA, HoltWinters and also GBM, etc)
InputOutputAnalysis
Exercises from Introduction to Modern Input-Output Analysis university class.
gpt-3
GPT-3: Language Models are Few-Shot Learners
awesome-quant
A curated list of insanely awesome libraries, packages and resources for Quants (Quantitative Finance)
Lobster-Python-Demo-Code
Python demo code for LOBSTER limit order book data
machine-learning-resources
A curated list of awesome machine learning frameworks, libraries, courses, books and many more.