@akshayballal
I write about ML and AI with a hint of Rust
Machine Learning Enthusiast馃 | AI Writer 鉁嶏笍 | Rustacean馃 | Entrepreneur 馃殌| Cyclist 馃毚
Exploring the endless possibilities of ML & AI. Sharing insights through engaging articles. Crafting robust solutions with Rust. Entrepreneurial mindset. Pedaling towards an innovative future! 馃専馃敩馃尦
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Dec 9, 2023 路 10 min read 路 Recently, I started developing a PyTorch-esque library for educational purposes to know what goes into making a deep-learning library. I wanted to build this in an open-source way. But having not moderated any large open-source project before, I want...
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Oct 30, 2023 路 8 min read 路 Introduction This blog is going to be my second one on Reinforcement Learning. You can check out the first one here. This blog will show how to use Deep Q Learning (DQN) to solve a reinforcement learning task. As an example, we will deploy DQN to sol...
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Sep 29, 2023 路 8 min read 路 Introduction to Reinforcement Learning Hello everyone! Today, we are going to dive into the exciting world of Reinforcement Learning (RL). While RL has proven to be useful in various applications, it often gets overshadowed by the popularity of super...
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Jul 2, 2023 路 7 min read 路 Introduction Experiment tracking involves logging and monitoring machine learning experiment data, and TensorBoard is a useful tool for visualizing and analyzing this data. It helps researchers understand experiment behavior, compare models, and make...
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Jun 18, 2023 路 15 min read 路 Introduction In recent years, the field of computer vision has been revolutionized by the advent of transformer models. Originally designed for natural language processing tasks, transformers have proven to be incredibly powerful in capturing spatial...
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