DylanLoader

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Edmonton, Alberta

Dylan Loader's starred repositories

ML_Finance_Codes

Machine Learning in Finance: From Theory to Practice Book

Language:Jupyter Notebook155700

Data-Science-Cheatsheet

A helpful 5-page machine learning cheatsheet to assist with exam reviews, interview prep, and anything in-between.

Language:TeX480900

cracking-the-data-science-interview

A Collection of Cheatsheets, Books, Questions, and Portfolio For DS/ML Interview Prep

Language:Jupyter Notebook343700

Data-Science-Interview-Questions-Answers

Curated list of data science interview questions and answers

Machine-Learning-Interviews

This repo is meant to serve as a guide for Machine Learning/AI technical interviews.

Language:Jupyter NotebookMIT395300

srt3

srt3 is a simple library for parsing, modifying, and composing SRT files.

Language:PythonMIT1600

AB-Testing

A/B Testing — A complete guide to statistical testing

Language:Jupyter NotebookBSD-3-Clause14900

hopsworks-tutorials

Tutorials for the Hopsworks Platform

Language:Jupyter NotebookAGPL-3.021300

maggy

Distribution transparent Machine Learning experiments on Apache Spark

Language:PythonApache-2.08900

minbpe

Minimal, clean code for the Byte Pair Encoding (BPE) algorithm commonly used in LLM tokenization.

Language:PythonMIT876600

data-engineering-zoomcamp

Free Data Engineering course!

Language:Jupyter Notebook2382400

conformal-predictions-from-scratch

Various Conformal Prediction methods implemented from scratch in pure NumPy for an educational purpose.

Language:Jupyter Notebook17600

notero

A Zotero plugin for syncing items and notes into Notion

Language:TypeScriptMIT213600

sig-mlops

CDF SIG MLOps

Apache-2.059500

llm-course

Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

Language:Jupyter NotebookApache-2.03432100

Snowflake_ML_Intro

Introduction to performing Machine Learning on Snowflake

Language:Jupyter Notebook11200

neuralforecast

Scalable and user friendly neural :brain: forecasting algorithms.

Language:PythonApache-2.0274200

FinancePy

A Python Finance Library that focuses on the pricing and risk-management of Financial Derivatives, including fixed-income, equity, FX and credit derivatives.

Language:Jupyter NotebookGPL-3.0201000

tsbootstrap

tsbootstrap: generate bootstrapped time series samples in Python

Language:PythonMIT6600

MetaCLIP

ICLR2024 Spotlight: curation/training code, metadata, distribution and pre-trained models for MetaCLIP; CVPR 2024: MoDE: CLIP Data Experts via Clustering

Language:PythonNOASSERTION112100

python-patterns

A collection of design patterns/idioms in Python

Language:Python3991300

generative-ai-for-beginners

18 Lessons, Get Started Building with Generative AI 🔗 https://microsoft.github.io/generative-ai-for-beginners/

Language:Jupyter NotebookMIT5684100

swe-study-group

Code for the SWE study group

Language:PythonApache-2.0600

autollm

Ship RAG based LLM web apps in seconds.

Language:PythonAGPL-3.095000

distil-whisper

Distilled variant of Whisper for speech recognition. 6x faster, 50% smaller, within 1% word error rate.

Language:PythonMIT336400

LLaVA

[NeurIPS'23 Oral] Visual Instruction Tuning (LLaVA) built towards GPT-4V level capabilities and beyond.

Language:PythonApache-2.01822400

uvadlc_notebooks

Repository of Jupyter notebook tutorials for teaching the Deep Learning Course at the University of Amsterdam (MSc AI), Fall 2023

Language:Jupyter NotebookMIT234000

PyPortfolioOpt

Financial portfolio optimisation in python, including classical efficient frontier, Black-Litterman, Hierarchical Risk Parity

Language:Jupyter NotebookMIT427600

zipline-reloaded

Zipline, a Pythonic Algorithmic Trading Library

Language:PythonApache-2.0102500

SQL-exercise

Practice with "Real" SQL Problems