MJ Bahmani, Author at neptune.ai

ML Experiment Tracking: What It Is, Why It Matters, and How to Implement It

Let me share a story that I’ve heard too many times. ”… We were developing an ML model with my team, we ran a lot of experiments and got promising…

Jakub Czakon

Experiment Management

How to Make Sense of the Reinforcement Learning Agents? What and Why I Log During Training and Debug

Based on simply watching how an agent acts in the environment it is hard to tell anything about why it behaves this way and how it works internally. That’s why…

Piotr Januszewski

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Latest Featured Experiment Management Machine Learning Model Management Hyperparameter Optimization Model Evaluation Data Exploration Computer Vision Natural Language Processing Generative Models Structured Data Reinforcement Learning Deep Learning Machine Learning Tools Other

HyperBand and BOHB: Understanding State of the Art Hyperparameter Optimization Algorithms

If you want to learn about state-of-the-art hyperparameter optimization algorithms (HPO), in this article I’ll tell you what they are and how…

Understanding LightGBM Parameters (and How to Tune Them)

I’ve been using lightGBM for a while now. It’s been my go-to algorithm for most tabular data problems. The list of awesome…

ML Experiment Tracking: What It Is, Why It Matters, and How to Implement It

How to Make Sense of the Reinforcement Learning Agents? What and Why I Log During Training and Debug

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I want to learn about:

HyperBand and BOHB: Understanding State of the Art Hyperparameter Optimization Algorithms

Understanding LightGBM Parameters (and How to Tune Them)

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