ECO AI SCI MA Manyi Modernizing Your Data Science Stack with Python Package Manager uv For a long time, Conda was the “necessary evil” of the Python world. It solved the “DLL Hell” and dependency nightmare, but it came at the…
AI MDA MA Manyi When AI went wrong: My Medium Account was Suspended (and then Restored) It came as a shock that a red banner suddenly appeared on my Medium dashboard.
TCH MA Manyi A Quick Guide to Run C++ on a Mac I have been coding in Python for over 20 years. All of a sudden, I need to run some C++ scripts on a Mac. I did have some experience with…
AI SPT MA Manyi A Step-by-Step Guide to Agentic AI with Gemma 4, Langchain and Ollama Unlike traditional LLMs that simply predict the next word in a sentence, Agentic AI systems use reasoning to interact with the real world…
AI HUM MA Manyi dtypes of tensors: bfloat16 vs float32 vs float16 You may have come across the term bfloat16 in the context of machine learning and artificial intelligence. This article explains what…
SPT AI MA Manyi Google Gemma 3 Processor — Image Processor and Tokenizer Gemma 3 is a series of multimodal models in a range of sizes from 1B, 4B, 12B to 27B. The models (except the 1B models) can process both…
AI SCI MA Manyi Understand skip-trigram in a one-layer attention-only transformer with Pytorch The classic Anthropic’s paper “A Mathematical Framework for Transformer Circuits” looked into the functions of one-layer attention-only…
AI MA Manyi Train a Bigram Sequence Model with PyTorch A bigram sequence model (also known as a bigram language model) is a statistical model used in natural language processing (NLP) to predict…
TCH AI SCI MA Manyi Hopfield Networks for Associative Memory: Examples with Python Implementation Hopfield networks are a type of recurrent neural network, named after John Hopfield who was awarded the Nobel Prize in Physics in 2024…
HUM AI SPR MA Manyi Double Descent Explained: Beyond the Bias-Variance Trade-off in Machine Learning The conventional wisdom in machine learning held a simple truth: as model complexity increases, performance on unseen data (generalization)…
AI MDA MA Manyi Convert Text to Audio with Kokoro TTS In the rapidly evolving world of artificial intelligence, text-to-speech (TTS) technology has moved beyond the robotic, monotonous voices…