Machine Learns 🤖
Eren Gölge's blog
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- Model check - DeepSeek-V3.2-Exp - Fine-Grained Sparse Attention for Efficient Long-Context LLMs
- MiMo-Audio - Scaling Speech Pre-Training to 100 Million Hours Unlocks Few-Shot Learning
- VibeVoice - Next-Token Diffusion Meets Long-Form Speech Generation
- Model check - NVIDIA Nemotron Nano 2 - An Efficient Hybrid LLM that Beats Reasoning Benchmarks
- Model check - KyutaiTTS - Streaming Text-to-Speech with Delayed Streams Modeling
- Higgs Audio V2 - Unified Audio Language Modeling at Scale
- Paper notes - Merging LLMs at Pre-training, Considering Token Probabilities at RL
- BlaGPT notes on Softpick, Canon Layers, Parallel Transformer
- A Simple Way to Switch Audio Codecs in Audio Language Models
- Solving an ML Research Problem
- Goods and Bads of Being Open Source AI Company
- Training XTTS for Voice Conversion
- XTTS v2 Notes
- XTTS v1.1 and 🐸TTS v0.19 updates
- A Review for Transformer Variants
- XTTS-v1 technical notes
- XTTS - the best open-source TTS
- Notes on Fine-tuning LLMs
- Potential risks and misuses of ChatGPT, today and tomorrow.
- TODOs for Effective ML teamwork at an early-stage startup
- YourTTS - Swiss knife for Text-to-Speech
- Finding the closest parent of a git branch.
- Using IPython and IPDB for Debugging
- Short Notes on GPT-3
- Solving Attention Problems of TTS Models with Double Decoder Consistency
- Two Attention Methods for Better Alignment with Tacotron
- Gradual Training with Tacotron for Faster Convergence
- Recovering Lost Tmux Session
- Irregular Regularization Methods.
- Using WSL Linux on Windows 10 for Deep Learning Development.
- Text to Speech Deep Learning Architectures
- Speech to Text Deep Learning Architectures
- Setting Up Selenium on RaspberryPi 2/3
- Why cannot predict Bitcoin price with vanilla Machine Learning
- Online Hard Example Mining on PyTorch
- How to use Tensorboard with PyTorch
- Paper review: EraseReLU
- Designing a Deep Learning Project
- Random Dilation Networks for Action Recognition in Videos
- Installing OpenCV 3.2 to Anaconda Environment with ffmpeg Support
- Paper Review: Self-Normalizing Neural Networks
- RaspberryPi Home Surveillance with only ~150 lines of Python Code.
- Paper Notes: The Shattered Gradients Problem ...
- Duplicate Question Detection with Deep Learning on Quora Dataset
- Dilated Convolution
- Ensembling Against Adversarial Instances
- Machine Learning Pathway
- Paper Notes: Intriguing Properties of Neural Networks
- Some CNN visualization tools and techniques
- Short guide to deploy Machine Learning
- Selfai: A Method for Understanding Beauty in Selfies
- What I read lately
- Paper review - Understanding Deep Learning Requires Rethinking Generalization
- Important Nuances to Train Deep Learning Models.
- Brief History of Machine Learning
- Face Detection by Literature
- Why do we need better word representations ?
- Object Detection Literature
- How to use Python Decorators
- Comparison of Deep Learning Libraries After Years of Use
- Paper review: CONVERGENT LEARNING: DO DIFFERENT NEURAL NETWORKS LEARN THE SAME REPRESENTATIONS?
- Paper review: ALL YOU NEED IS A GOOD INIT
- Paper review: Dynamic Capacity Networks
- Paper Review: Do Deep Convolutional Nets Really Need to be Deep (Or Even Convolutional)?
- Fighting against class imbalance in a supervised ML problem.
- How many training samples we observe over life time ?
- ParseNet: Looking Wider to See Better
- Harnessing Deep Neural Networks with Logic Rules
- XNOR-Net
- Error-Driven Incremental Learning with Deep CNNs
- My Notes - Weight Normalization
- NegOut: Substitute for MaxOut units
- Recent Advances in Deep Learning #2
- devil in the implementation details
- ImageNet winners after 2012
- Bits and Missings for NNs
- Fame Face Association By Model Evolution Cvpr Presentation
- What I read for deep-learning
- A Slide About Model Comparison Methods
- Gradient Boosted Trees Notes
- Kaggle Plankton Challenge Winner's Approach
- Comparison: SGD vs Momentum vs RMSprop vs Momentum+RMSprop vs AdaGrad
- Microsoft Research introduced a new NN model that beats Google and the others
- How to keep your forked project updated with the main project ?
- Git CheetSheat for a beginner
- Intro. to Contractive Auto-Encoders
- ML Work-Flow (Part 5) – Feature Preprocessing
- Predict probabilities for Sklearn LinearSVC
- "No free lunch" theorem lies about Random Forests
- ML Work-Flow (Part 4) – Sanity Checks and Data Splitting
- ML Work-Flow (Part 3) - Feature Extraction
- ML WORK-FLOW (Part2) - Data Preprocessing
- Machine Learning Work-Flow (Part 1)
- Why I chose industry over academy
- I presented my Master Dissertation?
- FAME: Face Association through Model Evolution
- Large data really helps for Object Detection ?
- How does Feature Extraction work on Images?
- A Large set of Machine Learning Resources for Beginners to Mavens
- Randomness and RandomForests
- Kohonen Learning Procedure K-Means vs Lloyd's K-means
- Some Useful Machine Learning Libraries.
- Passing multiple arguments for Python multiprocessing.pool
- Sorting strings and Overriding std::sort comparison
- Extracting a sub-vector at C++
- Fundamental Sort Algorithms in Python
- Project Euler - Problem 14
- Project Euler - Problem 13
- Update all python modules with simple command tool
- Deep Learning Resources
- 5 IBM missions in 5 years
- The Long Term Future of AI (TED talk)
- Two way python dictionary
- Genetic Algorithms and a Great Talk
- Simple Parallel Processing in Python
- de-importing a Python module with a simple function
- Random Forests MATLAB implementation powered by C
- What is different between Random Forests and Gradient Boosted Trees?
- Setting up cudamat in Ubuntu Machine
- How is big data helpful for people and businesses?
- Solution to Steam lunch problem in linux
- How can the various machine learning algorithms be classified/summarized according to the problems they solve?
- Best Android ROMs that I experienced
- Why can't the poor be handed out lots of money to make them rich?
- What Are Hot Topics for The Current Era of Machine Learning
- What is special about rectifier neural units used in NN learning?
- Some inefficient algorithms you don't need to know!
- Some possible Matrix Algebra libraries based on C/C++
- What are some unusual ways by which people make money?
- Getting started to Thrust on source code...
- CUDA compilation error and the solution
- Intallation CUDA to Ubuntu 12.10 with Optimus Nvidia Cards
- Run matlab codes from terminal.
- Run Matlab On Remote Machine with GUI
- Simple hack to connect an authentication needed internet. (like in Starbucks)
- Some possible ways to faster Neural Network Backpropagation Learning #1
- Anomaly detection and a simple algorithm with probabilistic approach.
- How K-means clustering works
- A Bash Script For Linux To Extract All Kind Of Compressed File From Console
- Changing MAC address of your network cards on Linux
- What Are the Needs of Machine Learning?
- A Inspiring Presentation About Gamification
- Other Algorithms For Optimization Cost Func In Machine Learning
- Machine Learning Terms (#3)
- Process of defining a machine learning solution (ML#2)
- More Firefox Add-ons for Secure Internet
- What SVM does with a video
- Firefox add-ons for your secure internet
- 3 Websites You Might See And Like
- Hackthisisite realistic mission 5 - cracking hash
- Correct your amiss understanding about Object o. Programming vs Procedural Programming.
- Some web apps that changes the way of internet usage and develop.
- SQL injection with UNION ALL : HTS realistic mission 4
- Hacker's first target file /etc/passwrd on Linux ! Why?
- Directory Traversal Attack on Realistic Mission 3 HackThisSite.org
- A Good Document Orginizing Tool Zotero
- Creating Custom Linux Command
- Today's Linux Console Command
- "Install and enable the SQLite3 or PDO_SQLite extension." warning on Symfony2
- HackThisSite like sites you might want to know
- A Search Engine For Error Key Searchs On Any Language
- What is "long long" type in c++?
- Sql injection - hack this site "Realistic Mission 2"
- C++ tips and tricks on topcoder
- PHP parameter trick on hackthissite.org "Realistic Mission 1"
- Topcoder SRM 246 Div1 250points question
- .htaccess - basic 11 mission on hackthissite.com-
- Cookie Hacking Hactkhissite Basic10
- Disable Facebook Timeline (Chrome Extension)
- What is Asynchronous Programming?
- PHP MVC Frameworks
- Understanding Rails Authenticity Token
- Install Padwalker To Windows
- Get Rid Of The Googles Smelling Of Your Private Info Alternatives
- Using Yield in Ruby
- Setting Up Custom Sort in Ruby
- What is Metaprogramming?
- What I Learned Today: Database Sharding
- Using Active Record for Session Storage
- Gem Error While Try To Execute Rails Commads
- What I learnt about Ruby and Rails today?
- My Multi Threaded Crawler (JAVA)
- A solution for a Greedy Choice Algorithm Solution from TopCoder
- Dynamic Programming Example - Find n.th Fibonacci number -
- Google Brings Flight Search Into The Jet Age
- Want processors 1000 times faster? Use this glue.
- Java Ant Compiling Problem Solution
- Fixind the DropBox after updating Ubuntu to version 11.04 with Unity.
- Using Semaphore in C coding (Posix)
- Convertion the integer to string in C!!
- MCU 8051 IDE for developing 8051 assemble code for UBUNTU!
- Using Pipes for IPC in C
- IPC Interprocess Communication Implementation Example
- Contemporary Design Issues in Programming Languages
- Fastest Search Code In The World Not Related To Webbing But
- Creating Web Page Template By Html Div Tag
- Lets Start With Javascript Click To See All
