Damnnnn this tutorial is of high quality!! Check out the code repository: - Standalone Jupyter notebooks. - Only what you need. - Highly explanatory. - 0 over engineering. - All from scratch. - Self contained. I wish everyone wrote all their code like this.

[Download 496-page PDF eBook] Applied Causal #Inference Powered by #MachineLearning and #AI: arxiv.org/abs/2403.02467 ———— #ML #DataScience #Algorithms #Statistics

Pandas is a powerful data analysis and manipulation library for Python! NVIDIA just made Pandas 150x faster with zero code changes 🔥 All you have to add is just a couple of lines of code: %load_ext cudf.pandas import pandas as pd

[Download 698-page PDF eBook] Everything You Always Wanted To Know About #Mathematics* (*But didn’t even know to ask) A Guided Journey Into the World of Abstract Mathematics, Theorems, and the Writing of Proofs: math.cmu.edu/~jmackey/151_1…

Glad to announce our paper named “SiMBA-TS: Looking Beyond Transformers for Long Term Time-Series Forecasting” which has been accepted in the ICASSP 2025 (lnkd.in/gcyeRiRK) A short summary of the paper: Thanks Badri N. Patro, my co-author lnkd.in/gi65UnSi

Transformer²: Self-adaptive LLMs arxiv.org/abs/2501.06252 This new paper from Sakana AI shows the power of an LLM that can self-adapt its weights to its environment. I think in the future, the line between “pre-training” and “post-training” will be gone, and our models and

इस शख्स को इतनी भयंकर जानकारी आप सुनकर दंग रह जाएंगे। एक बार जरूर सुने !

DeepSeek built a high performance computer on Aug 31 with 10,000 A100 GPUs. A must-read paper only cited ONCE. In their V3 paper, the base for R1, they say they train on 2048 H800s, the export-controlled H100 with 50% the transfer rate. Why didn't they use the 10,000 A100s?

Perplexity has announce free Perplexity Pro for the below colleges, if you belong to them, do get your free Pro - Indian Institute of Technology, Kharagpur - Indian Institute of Technology, Kanpur - Indian Institute of Technology, Delhi - Indian Institute of Technology,

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10x speed looks wild Deepseek R1 coder + OS OpenAI Operator Agent

📄🤖 PDF Q&A with Deepseek Create a production-ready AI chatbot that answers questions from PDFs using DeepSeek's LLM and LangChain's document processing. Features intelligent text processing, advanced reasoning, and an intuitive interface. youtube.com/watch?v=M6vZ6b…

Here are the top AI Papers of the Week (Jan 20-26): - DeepSeek-R1 - Can LLMs Plan? - Chain-of-Agents - Scaling RL with LLMs - Humanity’s Last Exam - Agentic RAG Overview Read on for more:

10). Agentic RAG Overview Provides a comprehensive introduction to LLM agents and Agentic RAG. It provides an exploration of Agentic RAG architectures, applications, and implementation strategies. x.com/omarsar0/statu…

CPU is all you need

दक्षिण भारत में बनी एक फिल्म का सीन है ! आपकी आँखें फटी की फटी रह जाएँगीं, बॉलीवुड तो ऐसी फिल्म क्या.. इस सीन जैसा भी कभी कुछ नहीं दिखा पाएगा ! क्योंकि वो बॉलीवुड नहीं रहा👍 पूरी दुनिया में दिखाने लायक सीन फिल्माया गया है। जो 100%सही है। सभी देखे और भेजे आगे से आगे।आपका आभार

Transformers vs Mixture of experts in LLMs visually explained:

#ICCV2025 reminders - All qualified authors are required to act as reviewers. - Any reviewer who fails to submit their assigned reviews by the deadline will face a desk rejection of all papers on which they are an author per the discretion of the PCs. iccv.thecvf.com/Conferences/20…

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#WATCH : प्रधानमंत्री नरेंद्र मोदी ने मन की बात कार्यक्रम में मेघालय के एरी सिल्क को GI टैग मिलने पर बधाई दी। उन्होंने इसे 'अहिंसा सिल्क' बताते हुए इसकी पर्यावरण–अनुकूलता और वैश्विक मांग की चर्चा की। ख़बर विस्तार से पढ़ने के लिए जुड़ें #PBSHABD के साथ, अभी जुड़ने के लिए क्लिक