Blog posts
2024
The Startups Game
Published:
The Startups Game
Open Research
Published:
Open Research
Open Source productivity tools
Published:
Open Source alternatives to the most popular productivity tools
App development
Published:
Templates for Application Development
Business Entity Types
Published:
An overview of different business entity types, their characteristics, and the pros and cons of each.
Board Games DSL
Published:
We try to design a DSL for board games.
Control Theory
Published:
Survey of control theory concepts and applications.
Measuring Intelligence
Published:
Survey on How to measure intelligence
Rolling returns
Published:
Metrics to calculate rolling returns
State-of-the-art Deep Learning library for Time Series and Sequences.
Published:
Deep learning library for time series and sequences.
N-grams Language Models
Published:
N-grams Language Models
Evaluation of Foundation Models
Published:
What do we need to properly evaluate a foundation model?
Chunking strategies on dataset for pretraining Foundation Models
Published:
Chunking strategies on dataset for pretraining Foundation Models
Foundation Models Infrastructure
Published:
Foundation Models Infrastructure
Code Generation with AlphaCodium: From Prompt Engineering to Flow Engineering
Published:
Code Generation with AlphaCodium: From Prompt Engineering to Flow Engineering
Alpha Geometry: Solving olympiad geometry without human demonstrations.
Published:
Alpha Geometry: Solving olympiad geometry without human demonstrations.
2023
GPU Parallelism
Published:
GPU Parallelism
Value-Based Methods in RL
Published:
Value-Based Methods in Reinforcement Learning
Markov Decision Processes
Published:
From Markov Chains to Markov Decision Processes
Interpretable machine learning for science with pysr and symbolicregression
Published:
Interpretable machine learning for science with pysr and symbolicregression
Darts: User-friendly modern machine learning for time series
Published:
Darts: User-friendly modern machine learning for time series
Why do we use log returns in financial models
Published:
Understanding the use of log returns in financial models
Large Language Models Are Zero-Shot Time Series Forecasters
Published:
Large Language Models Are Zero-Shot Time Series Forecasters
Futures Markets
Published:
Futures Markets Summary
RenTech
Published:
Renaissance Technologies
Kelly Criterion
Published:
Understanding the Kelly Criterion
Sharpe Ratio
Published:
Understanding the Sharpe Ratio
Quantitative Trading
Published:
Quantitative Trading Summary
Regularization in Machine Learning
Published:
Discussion about Lasso, Ridge, and Elastic Net regularization techniques in machine learning.
Regression Analysis
Published:
Understanding Linear Regression Concepts
AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation
Published:
AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation
Basic Statistics Course
Published:
Basic Statistics Course
Limit Order Book Modeling
Published:
Limit Order Book Modeling
Language Modeling is Compression
Published:
Language Modeling is Compression
An Observation on Generalization - Compression for Reasoning in Unsupervised learning
Published:
Compression and Reasoning in Unsupervised learning
A Cookbook of Self-Supervised Learning
Published:
A Cookbook of Self-Supervised Learning
GPT-4 Technical Report
Published:
GPT-4 Technical Report
2022
Foundation Models for Quantitative Finance
Published:
What do we know about the use of Foundation Models in Quantitative Finance?
2021
Online Learning
Published:
Survey on Online Learning
Contextual Bandits
Published:
Survey on Contextual Bandits algorithms
2020
Language Models are Few-Shot Learners
Published:
Language Models are Few-Shot Learners
Scaling Laws for Neural Language Models
Published:
Scaling Laws for Neural Language Models
2019
Transformers
Published:
Transformers for sequence modeling
2015
Compilers
Published:
Compilers and their role in software development.
Deep Learning
Published:
Potential for Deep Learning and its applications.
2014
Python Ecosystem
Published:
Overview of the Python ecosystem and popular libraries.