Happy #tezostuesday Cosmic☀️ Glad to show my artwok "TOGETHER"❤️ Editions, 35 XTZ ❤️ objkt.com/tokens/KT1CDaQr7Rf… Tagging @adiw_galih @Hedinft @obeythatdog

FORTRANは大変そうですね笑 私はRで固めてからRcppかjuliaにコンバート予定なのですが、Rで固めるところで計算が50日以上かかりそうで泣きついてます・・・

Idgaf what they call it tbh in however many years we can rename it and build on it. That section of RCPP is both redundant and dangerous. I hope he just slows it down/reduces throughput and doesn’t cap it.

Proud to turn a wet-lab PhD into the tool develop side. @IndianEwok has developed this super useful method RAD (github.com/indianewok/rad) for sensitive and versatile long read demultiplexing, e.g. parsing barcode/UMI for single-cell Nanopore data! Fun to watch RAD from R->Rcpp->C.

いまやC は最も書きたくない言語の一つだなあ。Pythonよりも嫌。Rcppのためにやむを得ず書くけど

RCPP

The whole climate change lie is unraveling. From the Paris accord derived from a fake hockey stick graph, to the hyperbole of RCPP 8.5 model that is now admittedly completely wrong. How long can the Liberals milk the sickly sacred cow and have Canadians believe it?

Orang RCPP ini chindo muscle yang gemes suaranya ngebass

Mold-Tek Packaging: Quietly Compounding with Mix Upgrade & Execution Just went through Mold-Tek Packaging’s latest Q4 & FY26 results, investor presentation (11 May 2026) and recent concalls. The business is a good example of how steady execution mix improvement can create a silent compounder. 1. FY26 – Numbers that back the narrative FY26 vs FY25 Revenue: ₹781 Cr → ₹887 Cr ( 13.5%) Volumes: 38,264 MT → 42,628 MT ( 11.4%) EBITDA: ₹144 Cr → ₹174 Cr ( 20.7%) PAT: ₹60.6 Cr → ₹72.9 Cr ( 20.3%) EPS: ₹18.22 → ₹21.93 ( 20.4%) EBITDA margin: 18.4% → 19.6% EBITDA/kg: ₹37.6 → ₹40.7 This is important because for the last 2–3 years, management has been talking about getting to ₹40/kg EBITDA once new capacities ramp and pharma contributes. FY26 is the first full year where they actually delivered that on a sustainable base. 2. What changed operationally? A few non-glamorous but high-impact moves are showing up in the P&L: Label & printing consolidation Brought all IML label making under one roof. Added offset printing AI-based inspection systems. Printing capacity up ~50%, with 20% more labels and 37% more SKUs handled this year. Result: seasonal supply bottlenecks (which earlier cost them business in F&F/paints) have eased, and per-unit economics improved. Plant consolidation in Hyderabad 5 plants consolidated into 2 locations. Lower logistics, handling and overheads. Management explicitly links this to better EBITDA growth in FY26. Capacity optimisation Proactively forecasted potential idle capacities and backfilled them (low MOQ orders, new SKUs, newer industries). Kept utilisation and yields healthy even as new lines came up. This is the unglamorous “plumbing” that turns a growth story into a margins ROCE story. 3. Segment trends – where the growth really is Paints (bulk packs) Q4 FY26 vs Q4 FY25: Volume: 26% (4,350 → 5,463 MT) Revenue: 25.6% (₹82 Cr → ₹102 Cr) Key drivers: ABG Paints (Grasim) ramp-up across Cheyyar, Panipat, Mahad. Asian Paints resolving RCPP (recycled content) formulations with Mold-Tek – they’ve cracked 40–50% recycled content in pails, which is a regulatory requirement. Decisive shift to IML & HTL in paints – Mold-Tek’s home turf. Lubes Q4 FY26 volumes down ~13% YoY; revenue down similar. Management is clear this is not a focus growth area: PSU tenders are price bloodbaths; they are walking away. Focus is on private players and higher-value applications. Structurally low-to-flat growth, but not dragging margins meaningfully. Food & FMCG (thin-wall) Q4 FY26 vs Q4 FY25: Volume: 29% (1,379 → 1,776 MT) Revenue: 29% (₹43 Cr → ₹52 Cr) Highlights: Steady “resurgence” with 15% growth for full year. Panipat F&F capacity commissioned and started supplies – crucial for North India. New packs launched for: Sippers, Confectionery, Horlicks (large MNC win). This segment enjoys EBITDA/kg of ~₹70–80, so every incremental tonne here matters more than in paints/lubes. Q-Pack (patented square packs) Q4 FY26 vs Q4 FY25: Volume: 27% (1,521 → 1,935 MT) Revenue: 27% (₹28 Cr → ₹36 Cr) Drivers: Adoption in detergents, edible oils, cashews, agri & nutraceuticals. Patent enforcement: High Court has restrained multiple copycat players, improving pricing power and share. Pharma FY26 pharma revenue up ~220% YoY (Year-2 targets met). Q4 FY26 volumes up ~37% YoY. New product lines: Squeeze-lock CRC caps Vial holders Core portfolio: HDPE tablet bottles, CRC & CT caps, Effervescent tubes, Desiccant canisters (even exporting to the US). Pharma EBITDA/kg is in the ₹120–140 band, much higher than the corporate average. Management has been consistent: this is their “next decade” driver

Have a look at Moldtek packaging. In their core div, Volumes seem to be coming back to them from established paints brands(due to uncertainty/procurement concerns from smaller names). Churn rates/contract pricing in my reading look very dynamic & healthy for Moldtek due to longstanding client engagements with rate sensitive hikes/cuts being passed onto customers within couple weeks now. They’ve consolidated their Hyderabad facilities- which gives some room for op lev(& fy27 being a low capex year for them). Paints volume growth can be slow but it’s being offset partly from Birla opus( rcpp recycling mandate compliances might play a role) Lubes vertical is where only major draw I see . It’s a healthy cashflow biz. Pays dividend almost every year … Margins I feel are sustainable- i don’t think it’s a vanilla injection moulder but a semi precision engi. kinda capable player. Anticipating 220cr ebitda fy27 if not for some demand. Pharma might also be scale up well into fy28.

🧵 1/6 Desde la Red de Centros de Pensamiento Progresista (RCPP) presentamos el informe “Reforma Tributaria, Crecimiento y Responsabilidad Fiscal”, un análisis crítico integral a la megarreforma tributaria impulsada por el gobierno. 🧵👇

the Revolutionary Communal Peoples' princess. RCPp

[TIP de R] 📖 ¿Usás R hace tiempo pero sentís que hay cosas del lenguaje que nunca terminaste de entender del todo? Hoy te queremos compartir Advanced R (2da edición), el libro de Hadley Wickham disponible de forma gratuita y abierta en la web. Está pensado para quienes ya escriben código en R y quieren dar el salto: entender cómo funciona el lenguaje por adentro, no solo usarlo. No es un manual de funciones ni un tutorial de tidyverse. Es un recorrido por la arquitectura del lenguaje: por qué R se comporta como se comporta, cómo sacarle el jugo real y cómo escribir código más claro, más eficiente y más predecible. Qué vas a encontrar adentro: ✔️ Fundamentos sólidos: nombres y valores, vectores, entornos, funciones y control de flujo explicados a fondo ✔️ Programación funcional: functionals, function factories y operadores de funciones ✔️ Programación orientada a objetos: S3, S4, R6 y cuándo usar cada sistema ✔️ Metaprogramación: quasiquotation, evaluación y cómo funciona NSE por debajo de {dplyr} y compañía ✔️ Técnicas de performance: debugging, medición y mejora de rendimiento, e introducción a Rcpp 💡 Entender R como lenguaje, y no solo como herramienta, cambia la forma en que escribís código. Este libro es el puente entre “sé usar R” y “sé programar en R”. ✍🏽 Hadley Wickham 👉🏼 adv-r.hadley.nz/ #RStats #Rtips #RStatsES #ProgramaciónR

Portable #Rstats for #Windows now ships with Rtools built in. Extract, compile from source, done. No installers, no PATH wrangling, no registry. Just R gcc in a folder. So, running: install.packages("Rcpp", type="source") Now, works out of the box! github.com/portable-r/portab…

Thank you to everyone who helped with this project!!! Beomgyu’s birth month had been so meaningful thanks to your love and support to the RCPP rescues! Thank you, MOA! Let's keep doing things for love! 🥹🩷

🌾 $1 BILLION in projected risk protection 🌾 $125 MILLION in savings through more affordable crop insurance 🌾 Up to $36 MILLION for conservation programs (EQIP, ACEP, CSP, RCPP) 🌾 $2.4 BILLION to expand trade and open new global markets

Initial thought was always to go after USDA grants like RCPP for initial funding - which is why I left the USDA (because I couldn’t apply for funding as the Director of the nonprofit as an employer) - but I’ve changed my tune and I’m going to target private funds. Which means it may be really slow, but I’m literally planning to sell this and to spread it organically and let it snowball until we can start writing real contracts and them catch the eye of the right folks with cash to get the help I need to truly do this. Need to get registered in all 50 states yet - only in NC so far - but thats in the works but I’m looking for help because I know this will work. It accomplished all the goals the USDA should have - money in pockets, land protected long-term, pressure to move to smaller, more intensively managed farms, and more animals back on the land and integrated into our cropland acres. We do this and we reverse the trends every small town worries about.

Extending R with C : A Brief Introduction to Rcpp tandfonline.com/doi/full/10.…

CALL FOR IN-KIND DONATIONS! 🧡 We visited the rescued cats and dogs at the RCPP Antipolo shelter and they were all so sweet and friendly! 🥹 On March 28, we will visit again with some MOA volunteers. We are hoping to bring the following items there (see poster). READ MORE...