========================================================================================
  NODE-01 LIVE TELEMETRY & MEDIA VAULT (DELL-SS)
========================================================================================
  Hostname:         dell-ss (Ubuntu Server 26.04 LTS)   Status:  HEADLESS SERVER // CAFFEINATED
  System Uptime:    15 hours, 48 minutes                      Load:    1.79 1.77 1.75
  CPU Package Temp: 61.0 °C                             Memory:  1.03 GiB / 7.13 GiB (14.4%)
  Storage:          /: 21G used / 143G total (16%)  |  sda5 (Drive D): 20G used / 78G total (26%)  |  hdd1: 676G used / 932G total (73%)
  TorrServer:       ONLINE (:8090 Streaming)  |  Tor Network: SOCKS5h ACTIVE (:9050)
  PicoClaw Agent:   ONLINE (Port 18790, Autonomous)  |  Model: DeepSeek-R1-Distill-Qwen-7B-abliterated
  Neural Engine:    16 Nodes, 17 Directed Edges active in Graph Memory
  Magnet Search:    Smart On-Demand Tor Search Active • Port 80 Native
========================================================================================
💾
MASS STORAGE & ATTACHED DISKS
Physical non-volatile SSD/HDD partitions and hardware mount control
Storage Volume / Hardware Device Path Mount Point Filesystem Capacity & Live Usage Status Mount Control
EFI System Partition
BUP Slim BK • Size: 931.5G
 /dev/sda1 /mnt/hdd1 NTFS
675.9 GB / 931.5 GB (72.6%)
🟢 MOUNTED (SYS) 🔒 System Protected
EFI System Partition
ADATA SU630 • Size: 100M
 /dev/sdb1 /boot/efi VFAT
0.0 GB / 0.1 GB (32.9%)
🟢 MOUNTED (SYS) 🔒 System Protected
Internal SSD (Drive D Vault)
ADATA SU630 • Size: 77.1G
 /dev/sdb5 /mnt/drive_d NTFS
19.3 GB / 77.1 GB (25.0%)
🟢 MOUNTED (RO) 📂 Browse Files
Internal SSD (System Root)
ADATA SU630 • Size: 145.9G
 /dev/sdb3 / EXT4
28.1 GB / 142.5 GB (19.7%)
🟢 MOUNTED (SYS) 🔒 System Protected
Attached Storage (sdb2)
ADATA SU630 • Size: 16M
 /dev/sdb2 Unmounted UNKNOWN — ⚪ UNMOUNTED
Attached Storage (sdb4)
ADATA SU630 • Size: 499M
 /dev/sdb4 Unmounted NTFS — ⚪ UNMOUNTED
🛡 Protection Policy: Internal Root (/) is kernel-locked. Drive D (/dev/sda5) mounts Read-Only (ROE-01). External storage (/mnt/hdd1) has Read/Write permissions for media center and models.
🎬 NEURALOS SMART CINEMA // ON-DEMAND STREAMING
Tor-Federated On-Demand Search • Zero-Disk TorrServer Sequential Streaming • Pure Browser-Native
🎬 Format:
🌐 Lang:
📅 Year:
⭐ Rating:
🎭 Genre:
⚡ Sort:
⚡ ACTIVE DOWNLOADS & LIVE STREAMS 0 Active
TorrServer Sequential Engine • Auto-caches to Fast 126GB SSD (/var/neural_memory/data/downloads)
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No active streams or downloads right now.
Click "Stream" or "Save to SSD" on any title in Cinema to start!
💾 Fast SSD Storage (/var/neural_memory/data/downloads)
Loading SSD files...
📁 DRIVE D: REPOSITORY & MEDIA VAULT (/dev/sda5)
Location: /STUFF/machine learning statquest/New folder  |  Policy: ROE-01 READ-ONLY  |  Stream: HTTP 206 Byte-Range
⬆ [UP ONE DIRECTORY]
Type Name Size Action
VIDEO 01.A Gentle Introduction to Machine Learning.mp4 17.4 MB ▶ Play Video Direct
VIDEO 02.Machine Learning Fundamentals- Cross Validation.mp4 7.8 MB ▶ Play Video Direct
VIDEO 03.Machine Learning Fundamentals- The Confusion Matrix.mp4 9.9 MB ▶ Play Video Direct
VIDEO 04.Machine Learning Fundamentals- Sensitivity and Specificity.mp4 16.5 MB ▶ Play Video Direct
VIDEO 05.Machine Learning Fundamentals- Bias and Variance.mp4 9.6 MB ▶ Play Video Direct
VIDEO 06.ROC and AUC, Clearly Explained!.mp4 21.4 MB ▶ Play Video Direct
VIDEO 07.ROC and AUC in R.mp4 20.8 MB ▶ Play Video Direct
VIDEO 08.StatQuest- Fitting a line to data, aka least squares, aka linear regression..mp4 10.5 MB ▶ Play Video Direct
VIDEO 09.StatQuest- Linear Models Pt.1 - Linear Regression.mp4 32.7 MB ▶ Play Video Direct
VIDEO 10.StatQuest- Linear Models Pt.1.5 - Multiple Regression.mp4 7.4 MB ▶ Play Video Direct
VIDEO 11.StatQuest- Linear Models Pt.2 - t-tests and ANOVA.mp4 15.6 MB ▶ Play Video Direct
VIDEO 12.Linear Models Pt.3 - Design Matrices.mp4 18.2 MB ▶ Play Video Direct
VIDEO 13.StatQuest- Odds and Log(Odds), Clearly Explained!!!.mp4 14.5 MB ▶ Play Video Direct
VIDEO 14.StatQuest- Odds Ratios and Log(Odds Ratios), Clearly Explained!!!.mp4 20.5 MB ▶ Play Video Direct
VIDEO 15.StatQuest- Logistic Regression.mp4 10.9 MB ▶ Play Video Direct
VIDEO 16.Logistic Regression Details Pt1- Coefficients.mp4 52.3 MB ▶ Play Video Direct
VIDEO 17.Logistic Regression Details Pt 2- Maximum Likelihood.mp4 13.3 MB ▶ Play Video Direct
VIDEO 18.Logistic Regression Details Pt 3- R-squared and p-value.mp4 19.7 MB ▶ Play Video Direct
VIDEO 19.Saturated Models and Deviance.mp4 53.7 MB ▶ Play Video Direct
VIDEO 20.Logistic Regression in R, Clearly Explained!!!!.mp4 23.6 MB ▶ Play Video Direct
VIDEO 21.Deviance Residuals.mp4 8.5 MB ▶ Play Video Direct
VIDEO 22.Regularization Part 1- Ridge (L2) Regression.mp4 26.0 MB ▶ Play Video Direct
VIDEO 23.Regularization Part 2- Lasso (L1) Regression.mp4 10.7 MB ▶ Play Video Direct
VIDEO 24.Ridge vs Lasso Regression, Visualized!!!.mp4 16.2 MB ▶ Play Video Direct
VIDEO 25.Regularization Part 3- Elastic Net Regression.mp4 8.5 MB ▶ Play Video Direct
VIDEO 26.Ridge, Lasso and Elastic-Net Regression in R.mp4 31.1 MB ▶ Play Video Direct
VIDEO 27.StatQuest- Principal Component Analysis (PCA), Step-by-Step.mp4 27.7 MB ▶ Play Video Direct
VIDEO 28.StatQuest- PCA main ideas in only 5 minutes!!!.mp4 7.9 MB ▶ Play Video Direct
VIDEO 29.StatQuest- PCA - Practical Tips.mp4 10.3 MB ▶ Play Video Direct
VIDEO 30.StatQuest- PCA in R.mp4 14.0 MB ▶ Play Video Direct
VIDEO 31.StatQuest- PCA in Python.mp4 17.2 MB ▶ Play Video Direct
VIDEO 32.StatQuest- Linear Discriminant Analysis (LDA) clearly explained..mp4 17.1 MB ▶ Play Video Direct
VIDEO 33.StatQuest- MDS and PCoA.mp4 12.1 MB ▶ Play Video Direct
VIDEO 34.StatQuest- MDS and PCoA in R.mp4 13.1 MB ▶ Play Video Direct
VIDEO 35.StatQuest- t-SNE, Clearly Explained.mp4 14.4 MB ▶ Play Video Direct
VIDEO 36.StatQuest- Hierarchical Clustering.mp4 17.0 MB ▶ Play Video Direct
VIDEO 37.StatQuest- K-means clustering.mp4 10.0 MB ▶ Play Video Direct
VIDEO 38.StatQuest- K-nearest neighbors, Clearly Explained.mp4 7.0 MB ▶ Play Video Direct
VIDEO 39.Naive Bayes, Clearly Explained!!!.mp4 20.3 MB ▶ Play Video Direct
VIDEO 40.Gaussian Naive Bayes, Clearly Explained!!!.mp4 16.2 MB ▶ Play Video Direct
VIDEO 41.Decision and Classification Trees, Clearly Explained!!!.mp4 32.4 MB ▶ Play Video Direct
VIDEO 42.StatQuest- Decision Trees, Part 2 - Feature Selection and Missing Data.mp4 8.7 MB ▶ Play Video Direct
VIDEO 43.Regression Trees, Clearly Explained!!!.mp4 38.6 MB ▶ Play Video Direct
VIDEO 44.How to Prune Regression Trees, Clearly Explained!!!.mp4 26.8 MB ▶ Play Video Direct
VIDEO 45.Decision Trees in Python from Start to Finish.mp4 178.1 MB ▶ Play Video Direct
VIDEO 46.StatQuest- Random Forests Part 1 - Building, Using and Evaluating.mp4 13.2 MB ▶ Play Video Direct
VIDEO 47.StatQuest- Random Forests Part 2- Missing data and clustering.mp4 18.5 MB ▶ Play Video Direct
VIDEO 48.StatQuest- Random Forests in R.mp4 21.0 MB ▶ Play Video Direct
VIDEO 49.The Chain Rule.mp4 22.9 MB ▶ Play Video Direct
VIDEO 50.Gradient Descent, Step-by-Step.mp4 32.2 MB ▶ Play Video Direct
VIDEO 51.Stochastic Gradient Descent, Clearly Explained!!!.mp4 15.1 MB ▶ Play Video Direct
VIDEO 52.AdaBoost, Clearly Explained.mp4 28.2 MB ▶ Play Video Direct
VIDEO 53.Gradient Boost Part 1 (of 4)- Regression Main Ideas.mp4 21.6 MB ▶ Play Video Direct
VIDEO 54.Gradient Boost Part 2 (of 4)- Regression Details.mp4 35.3 MB ▶ Play Video Direct
VIDEO 55.Gradient Boost Part 3 (of 4)- Classification.mp4 23.9 MB ▶ Play Video Direct
VIDEO 56.Gradient Boost Part 4 (of 4)- Classification Details.mp4 48.6 MB ▶ Play Video Direct
VIDEO 57.Bam!!! Clearly Explained!!!.mp4 4.6 MB ▶ Play Video Direct
VIDEO 58.Support Vector Machines Part 1 (of 3)- Main Ideas!!!.mp4 26.7 MB ▶ Play Video Direct
VIDEO 59.Support Vector Machines Part 2- The Polynomial Kernel (Part 2 of 3).mp4 13.0 MB ▶ Play Video Direct
VIDEO 60.Support Vector Machines Part 3- The Radial (RBF) Kernel (Part 3 of 3).mp4 23.1 MB ▶ Play Video Direct
VIDEO 61.Support Vector Machines in Python from Start to Finish..mp4 121.2 MB ▶ Play Video Direct
VIDEO 62.XGBoost Part 1 (of 4)- Regression.mp4 42.0 MB ▶ Play Video Direct
VIDEO 63.XGBoost Part 2 (of 4)- Classification.mp4 43.3 MB ▶ Play Video Direct
VIDEO 64.XGBoost Part 3 (of 4)- Mathematical Details.mp4 45.4 MB ▶ Play Video Direct
VIDEO 65.XGBoost Part 4 (of 4)- Crazy Cool Optimizations.mp4 41.6 MB ▶ Play Video Direct
VIDEO 66.XGBoost in Python from Start to Finish.mp4 139.6 MB ▶ Play Video Direct
VIDEO 67.Neural Networks Pt. 1- Inside the Black Box.mp4 53.2 MB ▶ Play Video Direct
VIDEO 68.Neural Networks Pt. 2- Backpropagation Main Ideas.mp4 32.1 MB ▶ Play Video Direct
VIDEO 69.Backpropagation Details Pt. 1- Optimizing 3 parameters simultaneously..mp4 33.6 MB ▶ Play Video Direct
VIDEO 70.Backpropagation Details Pt. 2- Going bonkers with The Chain Rule.mp4 26.8 MB ▶ Play Video Direct
VIDEO 71.Neural Networks Pt. 3- ReLU In Action!!!.mp4 31.2 MB ▶ Play Video Direct
VIDEO 72.Neural Networks Pt. 4- Multiple Inputs and Outputs.mp4 28.5 MB ▶ Play Video Direct
VIDEO 73.Neural Networks Part 5- ArgMax and SoftMax.mp4 25.7 MB ▶ Play Video Direct
VIDEO 74.The SoftMax Derivative, Step-by-Step!!!.mp4 13.7 MB ▶ Play Video Direct
VIDEO 75.Neural Networks Part 6- Cross Entropy.mp4 18.3 MB ▶ Play Video Direct
VIDEO 76.Neural Networks Part 7- Cross Entropy Derivatives and Backpropagation.mp4 46.7 MB ▶ Play Video Direct
VIDEO 77.Neural Networks Part 8- Image Classification with Convolutional Neural Networks.mp4 28.8 MB ▶ Play Video Direct
VIDEO 78.StatQuest- Fiitting a curve to data, aka lowess, aka loess.mp4 13.3 MB ▶ Play Video Direct
VIDEO 79.Statistics Fundamentals- Population Parameters.mp4 22.6 MB ▶ Play Video Direct
VIDEO 80.Principal Component Analysis (PCA) clearly explained (2015).mp4 25.1 MB ▶ Play Video Direct
Showing files on high-speed internal volume (/dev/sda5 mounted at /mnt/drive_d). Strictly READ-ONLY per ROE-01 mandate.
💾 1TB EXTERNAL HDD FILE SYSTEM EXPLORER (/dev/sdb1)
Mount: /mnt/hdd1  |  Location: / (Root)  |  Status: READ/WRITE ACTIVE  |  Storage: 676G used / 932G total (73%)
Type Name Size Action
DIR 📁 _Archive/ 10 items Open Folder →
DIR 📁 _HDD-Index/ 13 items Open Folder →
DIR 📁 Code/ 2 items Open Folder →
DIR 📁 Courses/ 1 items Open Folder →
DIR 📁 Docs/ 5 items Open Folder →
DIR 📁 Media/ 5 items Open Folder →
DIR 📁 MOvies/ 0 items Open Folder →
DIR 📁 Music/ 2 items Open Folder →
DIR 📁 Photos/ 8 items Open Folder →
DIR 📁 recall/ 1 items Open Folder →
DIR 📁 Software/ 4 items Open Folder →
DIR 📁 torrents/ 3 items Open Folder →
DIR 📁 torrserver_cache/ 4 items Open Folder →
DIR 📁 Videos-Personal/ 3 items Open Folder →
FILE ._Android 4.0 KB ⬇ Download
FILE ._phone note 8 pro 4.0 KB ⬇ Download
FILE ._pvr_tsh 4.0 KB ⬇ Download
FILE agent 0 B ⬇ Download
Showing files on external Seagate Backup Plus 1TB (/dev/sdb1 mounted at /mnt/hdd1). Full Read/Write file system explorer active. 
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  [KNOWLEDGE GRAPH & CLUSTER SPECIFICATION DOCUMENTS]
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Recent Active Knowledge Graph Nodes:
  • [storage] Internal ADATA SSD (/dev/sda3): 146 GB ext4, root OS volume and L1 hot memory graph anchor.
  • [model] DeepSeek-R1-Distill-Qwen-7B-abliterated: 4-bit Q4_K_M abliterated reasoning model served over AI gate
  • [agent] PicoClaw Gateway: Autonomous background agent daemon on port 18790 running wit
  • [agent] PicoClaw Gateway: Ultra-lightweight Go agent daemon running 24/7 in under 10MB
  • [hardware] Intel Core i5-3337U: Ivy Bridge, 2C/4T, 1.80-2.70GHz, AVX, VT-x active.

Cluster Specification Documents (Rendered Markdown + Mermaid Diagrams):
  • AFDN_25-1_RESEARCH_VIDEO_SYNTHESIS_SPEC.md     ( 13.5 KB)
  • AUTONOMOUS_CRAWL_TOR_SPEC.md                   ( 10.8 KB)
  • CLAUDE.md                                      (  2.8 KB)
  • DATA_MODEL.md                                  ( 10.1 KB)
  • GRAPH_RAG_SPEC.md                              (  2.2 KB)
  • HLD.md                                         ( 14.0 KB)
  • LLD.md                                         ( 13.7 KB)
  • Modelfile                                      (  1.6 KB)
  • NEURALOS_EXECUTION_PLAN.md                     (  6.4 KB)
  • NEURALOS_KERNEL_ARCHITECTURE_RESEARCH.md       ( 17.3 KB)
  • NEURALOS_TDD_BUILD_AND_BENCHMARK_SPEC.md       ( 11.4 KB)
  • SKILLS_AND_COMMANDS.md                         (  1.6 KB)
  • SYSTEM_ARCHITECTURE.md                         (  4.2 KB)
  • SYSTEM_PROMPT.md                               (  4.9 KB)
  • SYSTEM_SPEC.md                                 (  5.3 KB)
  • ai-os-vision.md                                (  6.1 KB)
  • backlog.md                                     ( 10.0 KB)
  • cinema_engine.py                               ( 19.8 KB)
  • datamodel.md                                   ( 10.1 KB)
  • dell-ss_spec.md                                (  6.7 KB)
  • graph_engine.py                                (  9.3 KB)
  • magnet_vault.py                                ( 16.4 KB)
  • memory.md                                      (  5.9 KB)
  • neuralos.conf                                  (   403 B)
  • prevent_sleep.sh                               (  1.9 KB)
  • proposed_data_model.md                         ( 19.0 KB)
  • recall.py                                      (  2.3 KB)
  • remember.py                                    (  1.7 KB)
  • setup-ssh.sh                                   (   631 B)
  • start_brain.sh                                 (  2.4 KB)
  • stremio_addon.py                               ( 12.5 KB)
  • switch_model.sh                                (  2.8 KB)
  • sync_memory.sh                                 (  2.4 KB)
  • web_status.py                                  (120.8 KB)
  • web_status.py.bak                              ( 95.1 KB)
  • static/marked.min.js                           ( 39.0 KB)
  • static/mermaid.min.js                          (  5.3 MB)
  • .claude/commands/dell.md                       (   110 B)
  • .claude/commands/recall.md                     (   125 B)
  • .claude/commands/remember.md                   (   307 B)
  • .claude/commands/status.md                     (   118 B)
  • .claude/commands/sync.md                       (   163 B)
  • __pycache__/cinema_engine.cpython-313.pyc      ( 22.8 KB)
  • __pycache__/graph_engine.cpython-313.pyc       ( 11.2 KB)
  • __pycache__/magnet_vault.cpython-313.pyc       ( 21.1 KB)
  • __pycache__/stremio_addon.cpython-313.pyc      ( 16.4 KB)
  • __pycache__/web_status.cpython-313.pyc         (137.2 KB)
========================================================================================