Milind SooryaMastering Digit Recognition in Under 100 Lines: A Concise Guide to Neural Networks with PyTorch and…Introduction4 min read·Jan 2, 2024--1--1
Milind SooryaUnderstanding ReLU: The Power of Non-Linearity in Neural NetworksWhy ReLU Introduces Non-Linearity3 min read·Jan 2, 2024----
Milind SooryaHow to Efficiently Manage Conda Environments: Keeping Only What You NeedManaging multiple Conda environments can be quite a task, especially when you have a plethora of them created for various projects. In this…2 min read·Nov 23, 2023----
Milind SooryaFastest way to compare two data frames with millions of rows but a common column in pythonWhen comparing two large dataframes with a common key, such as an email id field, you can use merge operations in Pandas. However, using…2 min read·Mar 27, 2023----
Milind SooryainAnalytics VidhyaHow to build a simple CNN based Image classifier using Keras3 min read·Jun 1, 2022--1--1
Milind SooryaHow to Run TensorFlow on Apple M1 chipsYou can now leverage Apple’s tensorflow-metal PluggableDevice in TensorFlow v2.5 for accelerated training on Mac GPUs directly with Metal…2 min read·May 12, 2022----
Milind SooryaCritical Review on “OpenPose — Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields”Introduction7 min read·Mar 23, 2022----